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OSINT-028-thematic-intelligence-deep-dive-collection

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[THEMATIC SUBJECT / INTELLIGENCE QUESTION] - Collection Map

OSINT-028 Thematic Intelligence Deep-Dive - collection workspace. Central topic = the single intelligence theme / question under investigation. Branches = data-point and evidence categories organised by PIR and analytic dimension. Drop each collected value as a child node; expand it with where it was found and what it means. Paste raw tool output into the node’s Notes. → feeds deliverable OSINT-028.

00 · Collection Plan - PIRs & EEIs

The questions this collection must answer + the essential elements of information (EEI) that satisfy them. Tick each as satisfied. Maps to §3 Key Judgments, §4 PIRs, §7 Core Investigation, §10 Key Findings Register, §14 Collection Gaps.

PIR-1 - Theme Definition & Scope: What is the precise nature, scale, and boundaries of the theme?

  • EEI: authoritative definition or characterisation of the theme (primary/official sources)
  • EEI: quantitative scale indicators (size, frequency, magnitude, geographic spread)
  • EEI: temporal bounds - onset, evolution, current state
  • EEI: domain / geographic frame confirmed and bounded
  • EEI: adjacent themes / issues excluded from scope documented

PIR-2 - Drivers & Causes: What are the principal drivers, causes, or enabling conditions?

  • EEI: structural drivers identified and evidenced
  • EEI: proximate / triggering causes identified
  • EEI: enabling conditions (permissive factors, institutional, economic, social)
  • EEI: relative weight of each driver assessed (dominant / significant / marginal)
  • EEI: causal chain logic documented and tested

PIR-3 - Actors & Stakeholders: Who are the key actors, what are their roles, interests, and relationships?

  • EEI: principal actors (state, non-state, individual, institutional) identified
  • EEI: roles and interests of each actor documented
  • EEI: actor capabilities and resources assessed
  • EEI: relationships and network linkages between actors mapped
  • EEI: beneficiaries and victims/affected parties identified

PIR-4 - Trajectory & Dynamics: How is the theme evolving and what is its near-term trajectory?

  • EEI: direction and pace of change evidenced
  • EEI: key inflection points and decision points on the horizon identified
  • EEI: most-likely trajectory characterised with likelihood term + confidence
  • EEI: most-dangerous alternative trajectory characterised
  • EEI: pivotal watch indicators (observable signs of trajectory shift) listed

PIR-5 - Impact & Consequences: What are the actual or potential impacts on client interests / the operating environment?

  • EEI: direct impacts identified and severity assessed
  • EEI: indirect / second-order effects identified
  • EEI: near-term vs. longer-term consequences distinguished
  • EEI: client-specific exposure or relevance assessed
  • EEI: intended vs. unintended outcomes distinguished

PIR-6 - ACH: What is the most consistent explanation, and what evidence would overturn it?

  • EEI: competing hypotheses stated (minimum 2, preferably 3)
  • EEI: diagnostic evidence arrayed for/against each hypothesis
  • EEI: most consistent hypothesis identified with rationale
  • EEI: decisive/overturning evidence identified

Collection gaps / RFIs (running)

01 · Geographic & Administrative Frame

The spatial and jurisdictional envelope of the theme - situates the analysis in §5 Thematic Framing and §6 Thematic Background. Even non-geographic themes carry a domain and reference geography.

Geographic / domain bounds

  • Thematic subject (one sentence):
  • Primary geographic scope:
  • Secondary / adjacent geographies relevant to theme:
  • Domain scope (sector / actor type / institutional domain):
  • Temporal frame (onset → horizon):

Administrative / jurisdictional anchors

  • Relevant states / jurisdictions:
  • Relevant international / supra-national bodies:
  • Relevant sub-national units (provinces, cities, AORs):
  • Border / cross-boundary dynamics relevant to theme:

Reference baseline

  • Prior OSINT-026 Country/Regional Study consumed as reference: [Y / N / Not available]
  • Key environment baseline findings bearing on this theme:
  • Gaps in baseline requiring supplementation:

02 · Political & Governance Context

Political and governance factors that shape the theme - drivers, constraints, enabling conditions. → §6 Thematic Background, §7.2 Drivers, §7.3 Actors.

Governance landscape relevant to theme

  • Regime type / political system:
  • Stability of relevant government(s):
  • Policy or legislative context bearing on theme:
  • Institutional capacity / dysfunction relevant to theme:

Political drivers of the theme

  • [driver - e.g. electoral incentives / factional competition / policy failure]
    • Type: [Structural / Proximate]
    • Evidence:
    • Weight: [Dominant / Significant / Marginal]
    • Source:
    • Notes / tool output:
  • [driver 2]

Political constraints / moderating factors

  • [constraint]:
    • Evidence:
    • Confidence: [H/M/L]

03 · Security & Conflict Dimensions

Security-sector or conflict-related dimensions of the theme - including threat actors, armed actors, enforcement capacity, and incident patterns. → §7.1 Nature & Scale, §7.3 Actors, §11 Red-Flag Indicators.

Security / conflict relevance to theme

  • Security context bearing on theme:
  • Threat actors relevant to theme (state/non-state):
  • Violence / coercion dynamics relevant to theme:
  • Enforcement / regulatory capacity relevant to theme:

Incidents & events bearing on theme

→ feeds §17 Appendix A Thematic Timeline. Clone per event.

  • [incident / event - e.g. date + description]
    • Date:
    • Location:
    • Actors involved:
    • Relevance to theme:
    • Source / Admiralty grade:
    • Notes / tool output:
  • [event 2]

Escalation or de-escalation indicators

  • [indicator observable]:
    • Current status: [Not present / Emerging / Present]
    • Severity if triggered: [Crit / High / Med / Low]

04 · Economic & Structural Drivers

Economic, structural, and infrastructural factors driving or shaping the theme. → §7.2 Drivers & Enabling Conditions, §6 Thematic Background.

Economic context

  • Economic conditions relevant to theme:
  • Sector-specific economic dynamics:
  • Trade / financial / investment flows relevant to theme:
  • Resource endowments / dependencies relevant to theme:

Structural enabling conditions

  • [structural condition - e.g. weak institutions / resource rents / trade dependency]
    • Evidence:
    • Weight: [Dominant / Significant / Marginal]
    • Source / Admiralty grade:
    • Notes:
  • [condition 2]

Infrastructure / capacity indicators

  • [indicator]:
    • Source:
    • Date:
    • Confidence: [H/M/L]

05 · Social & Demographic Factors

Social, demographic, identity, and public-opinion dimensions that bear on the theme. → §6 Thematic Background, §7.2 Drivers.

Social context relevant to theme

  • Demographic factors bearing on theme:
  • Identity / communal / sectarian dynamics:
  • Public opinion / societal attitudes relevant to theme:
  • Social-movement or civil-society dynamics:

Information environment & narrative contest

  • Official narrative on the theme:
  • Opposition / alternative narratives:
  • Disinformation / propaganda dimensions:
  • Media landscape constraints (freedom, access, capture):
  • Key media / information sources used by population relevant to theme:

06 · Key Actors & Entities

Theme-specific actor register - roles, interests, capabilities, and relationships. → §7.3 Actor & Stakeholder Dynamics, §9 Actor & Stakeholder Analysis, §17 Appendix B. Recursive block: clone per actor.

State actors

→ feeds §7.3 and §9. Clone per actor.

  • [actor - e.g. Ministry of X / Agency Y / Government of Z]
    • Role in theme:
    • Interest / objective re: theme:
    • Capability / resources:
    • Key relationships:
    • Likely behavior re: theme:
    • Evidence basis:
    • Confidence: [H/M/L]
    • Notes / tool output: ← (government websites, UN databases, official registries)
  • [actor 2]

Non-state actors / armed groups / criminal networks

→ feeds §7.3 and §9. Clone per actor.

  • [actor - e.g. group / network / organisation]
    • Role in theme:
    • Interest / objective:
    • Capability / resources:
    • Key relationships:
    • Likely behavior:
    • Evidence basis:
    • Confidence: [H/M/L]
    • Notes / tool output: ← (ACLED, UCDP, GDELT, Sanctions lists, OpenCorporates)
  • [actor 2]

International / multilateral actors

  • [actor - e.g. UN body / regional organisation / donor / IFI]
    • Role in theme:
    • Interest / objective:
    • Influence level: [High / Medium / Low]
    • Evidence basis:
    • Notes:

Commercial / private-sector actors

  • [entity - e.g. company / industry association / investor]
    • Role in theme:
    • Interest / objective:
    • Jurisdiction:
    • Registry check (OpenCorporates / local registry):
    • Notes:

07 · Legal & Regulatory Environment

Legal, regulatory, treaty, and sanctions landscape bearing on the theme. → §6 Thematic Background, §7.2 Drivers.

Domestic legal / regulatory framework

  • Relevant laws / regulations:
  • Enforcement capacity and record:
  • Judicial independence relevant to theme:
  • Gaps or failures in the legal framework:

International legal obligations & treaties

  • Relevant treaties / conventions:
  • Compliance record:
  • Dispute / arbitration dynamics:

Sanctions & watchlist screening

  • Relevant UN sanctions regimes:
  • OFAC / US sanctions bearing on theme:
  • EU / UK sanctions bearing on theme:
  • PEP/adverse-media intersections with key actors:

Regulatory / policy changes on the horizon

  • [anticipated change]:
    • Likelihood: [ICD 203 term]
    • Impact on theme:
    • Source:

08 · Indicators & Events Timeline

The temporal evidence base - key events, inflection points, and watch indicators. → §7.1 Nature & Scale, §7.4 Trajectory, §11 Red-Flag Indicators, §17 Appendix A & C. Recursive block: clone per indicator/event.

Thematic timeline events

→ feeds §17 Appendix A. Clone per event.

  • [event - e.g. policy decision / incident / election / shock]
    • Date:
    • Description:
    • Significance to theme:
    • Admiralty grade: [A–F / 1–6]
    • Source:
    • Notes:
  • [event 2]

Red-flag / watch indicators (theme-specific)

→ feeds §11 Red-Flag Indicators and §17 Appendix C. Clone per indicator.

  • [indicator observable - e.g. X occurs / Y is reported / Z is announced]
  • [indicator 2]

Trajectory path sketches

  • Most likely path:
    • Likelihood: [ICD 203 term]
    • Analytic confidence: [HIGH / MODERATE / LOW]
    • Key watch indicator:
  • Most dangerous path:
    • Likelihood: [ICD 203 term]
    • Analytic confidence: [HIGH / MODERATE / LOW]
    • Key watch indicator:
  • Less likely / alternative path:
    • Likelihood: [ICD 203 term]
    • Analytic confidence: [HIGH / MODERATE / LOW]

09 · Sources & Media Landscape

Source diversity, reliability, and the information environment bearing on coverage quality. → §16 Annex A Sources & Methodology, §14 Collection Gaps.

Primary / official sources

Clone per source. Admiralty A–F / 1–6.

  • [source - e.g. official statistics bureau / ministry / treaty body]
    • Type: [Primary / Official]
    • Reliability (A–F):
    • Credibility (1–6):
    • Self-interest / bias caveat:
    • Coverage scope:
    • Date range / currency:
    • Notes / tool output:
  • [source 2]

Independent / academic / think-tank sources

  • [source - e.g. academic journal / research institute / think tank]
    • Reliability (A–F):
    • Credibility (1–6):
    • Coverage scope:
    • Notes:

Commercial datasets / open databases

  • [dataset - e.g. ACLED / GDELT / UCDP / IMF / World Bank / OECD]
    • Reliability (A–F):
    • Credibility (1–6):
    • Licence constraints:
    • Coverage scope:
    • Notes / tool output: ← (ACLED explorer, GDELT query, World Bank Open Data, UN Comtrade)

Media coverage survey

  • [outlet / wire - e.g. Reuters / AP / BBC / Al Jazeera / local press]
    • Reliability (A–F):
    • Credibility (1–6):
    • Language / script:
    • Editorial line / potential bias:
    • Coverage period surveyed:
    • Key stories / frames identified:

Information environment assessment

  • Degree of contested information on theme: [High / Medium / Low]
  • Active disinformation / influence operations noted:
  • Language / access barriers:
  • Overall coverage confidence (product-level): [HIGH / MODERATE / LOW]

99 · Collection Admin

Working register - audit trail behind the deliverable. Not a deliverable section.

Source register

Every material datum traceable to a graded source (Admiralty A–F / 1–6).

  • [S-1 - source]
    • Type: [Primary / Secondary / Tertiary]
    • Reliability (A–F):
    • Credibility (1–6):
    • Sub-dimension served:
    • Date accessed:
    • Notes:
  • [S-2]

Evidence archive

Pointer to captured artefacts (screenshots, downloads, cached pages).

  • [EV-1 - artefact ref + hash + URL + timestamp]:
  • [EV-2]:

ACH working table

Pre-analysis scratch pad for §12 Analysis of Competing Hypotheses.

  • H1 - [hypothesis 1 label]:
    • Supporting evidence:
    • Contradicting evidence:
  • H2 - [hypothesis 2 label]:
    • Supporting evidence:
    • Contradicting evidence:
  • H3 - [hypothesis 3 label]:
    • Supporting evidence:
    • Contradicting evidence:

KAC working table

Pre-analysis scratch pad for §13 Key Assumptions Check.

  • [assumption 1]:
    • Basis:
    • Confidence: [H/M/L]
    • Impact if wrong:
    • Linchpin: [Y/N]
  • [assumption 2]:

Open gaps / RFIs (running)

  • [gap description] → sub-dimension affected = → recommended collection = → escalation =
  • [access/language gap]: impact on confidence =

Collection completion tracker

  • PIR-1 (Definition & Scope): [Not started / In progress / Satisfied]
  • PIR-2 (Drivers & Causes): [Not started / In progress / Satisfied]
  • PIR-3 (Actors & Stakeholders): [Not started / In progress / Satisfied]
  • PIR-4 (Trajectory & Dynamics): [Not started / In progress / Satisfied]
  • PIR-5 (Impact & Consequences): [Not started / In progress / Satisfied]
  • PIR-6 (ACH): [Not started / In progress / Satisfied]
  • Overall coverage confidence: [HIGH / MODERATE / LOW]

Graph View