Triple

T10002033
Position Surface form Disambiguated ID Type / Status
Subject Afghan Local Police E197349 entity
Predicate createdUnderProgram P10123 FINISHED
Object Village Stability Operations
Village Stability Operations was a U.S.-led counterinsurgency initiative in Afghanistan that focused on empowering local communities and security forces to stabilize rural areas and resist Taliban influence.
E833865 NE FINISHED

How this triple was built (5 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Village Stability Operations | Statement: [Afghan Local Police, createdUnderProgram, Village Stability Operations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Village Stability Operations
Context triple: [Afghan Local Police, createdUnderProgram, Village Stability Operations]
  • A. Bureau of Conflict and Stabilization Operations
    The Bureau of Conflict and Stabilization Operations is a U.S. State Department bureau responsible for preventing, mitigating, and responding to violent conflict and instability worldwide through analysis, planning, and field engagement.
  • B. U.S. Army Civil Affairs doctrine
    U.S. Army Civil Affairs doctrine is the body of official guidance that defines how Civil Affairs forces plan, coordinate, and conduct operations to engage civilian populations and institutions in support of military objectives and broader U.S. policy.
  • C. Provincial Reconstruction Teams
    Provincial Reconstruction Teams were civil-military units deployed in Afghanistan and Iraq to support reconstruction, governance, and security sector development at the provincial level.
  • D. Unified Land Operations
    Unified Land Operations is the U.S. Army’s central warfighting doctrine that integrates offensive, defensive, and stability tasks to achieve decisive outcomes across the full spectrum of conflict.
  • E. Rural Guard
    The Rural Guard was a rural police and military force in pre-revolutionary Cuba that played a key role in enforcing the Batista regime’s control over the countryside.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Village Stability Operations
Triple: [Afghan Local Police, createdUnderProgram, Village Stability Operations]
Generated description
Village Stability Operations was a U.S.-led counterinsurgency initiative in Afghanistan that focused on empowering local communities and security forces to stabilize rural areas and resist Taliban influence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Village Stability Operations
Target entity description: Village Stability Operations was a U.S.-led counterinsurgency initiative in Afghanistan that focused on empowering local communities and security forces to stabilize rural areas and resist Taliban influence.
  • A. Bureau of Conflict and Stabilization Operations
    The Bureau of Conflict and Stabilization Operations is a U.S. State Department bureau responsible for preventing, mitigating, and responding to violent conflict and instability worldwide through analysis, planning, and field engagement.
  • B. U.S. Army Civil Affairs doctrine
    U.S. Army Civil Affairs doctrine is the body of official guidance that defines how Civil Affairs forces plan, coordinate, and conduct operations to engage civilian populations and institutions in support of military objectives and broader U.S. policy.
  • C. Provincial Reconstruction Teams
    Provincial Reconstruction Teams were civil-military units deployed in Afghanistan and Iraq to support reconstruction, governance, and security sector development at the provincial level.
  • D. Unified Land Operations
    Unified Land Operations is the U.S. Army’s central warfighting doctrine that integrates offensive, defensive, and stability tasks to achieve decisive outcomes across the full spectrum of conflict.
  • E. Rural Guard
    The Rural Guard was a rural police and military force in pre-revolutionary Cuba that played a key role in enforcing the Batista regime’s control over the countryside.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: createdUnderProgram
Context triple: [Afghan Local Police, createdUnderProgram, Village Stability Operations]
  • A. createdProgram
    Indicates that an entity authored, developed, or produced a particular program (such as software or a coded application).
  • B. madeProgram
    Indicates that one entity created, developed, or authored a program (such as software or a coded application).
  • C. createdUnder chosen
    Indicates that something was created during the time period or within the authority, rules, or conditions defined by another entity or context.
  • D. establishedForProgram
    Indicates that something has been created or set up specifically to support, serve, or be used by a particular program.
  • E. establishedProgram
    Indicates that an entity has created and put into operation a formal program that is now in an active, ongoing state.
  • F. None of above.

Provenance (6 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca82f3b61c81908ecc2c1c96dbc2e4 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdcc9078788190a4e75dd7ff830c63 completed April 2, 2026, 1:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69d25854c524819081315b1a8faf335e completed April 5, 2026, 12:40 p.m.
NEDg Description generation batch_69d259016fb08190aadf9d4cee0b42d7 completed April 5, 2026, 12:43 p.m.
NED2 Entity disambiguation (via description) batch_69d259a2e48481908bd8e4829f676618 completed April 5, 2026, 12:46 p.m.
PD Predicate disambiguation batch_69cd1da2cf9081908a6c0eb5247d0bc2 completed April 1, 2026, 1:29 p.m.
Created at: March 30, 2026, 8:51 p.m.