Triple

T16559403
Position Surface form Disambiguated ID Type / Status
Subject Moro people E402295 entity
Predicate historicalEvent P259 FINISHED
Object Bangsamoro conflict
The Bangsamoro conflict is a long-running armed struggle in the southern Philippines involving Moro groups seeking self-determination and greater autonomy from the central government.
E1220086 NE FINISHED

How this triple was built (4 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: Bangsamoro conflict | Statement: [Moro people, historicalEvent, Bangsamoro conflict]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bangsamoro conflict
Context triple: [Moro people, historicalEvent, Bangsamoro conflict]
  • A. Spanish–Moro conflict
    The Spanish–Moro conflict was a centuries-long series of wars between the Spanish Empire and Muslim sultanates in the southern Philippines, marked by coastal raids, sieges, and resistance to colonial and religious domination.
  • B. Lahad Datu standoff
    The Lahad Datu standoff was a 2013 armed incursion and subsequent security crisis in Sabah, Malaysia, involving militants from the southern Philippines and resulting in a major Malaysian military and police operation.
  • C. Aceh insurgency
    The Aceh insurgency was a decades-long separatist conflict in Indonesia’s Aceh province between the Free Aceh Movement (GAM) and the Indonesian government, rooted in demands for independence, control over natural resources, and resistance to centralization.
  • D. Moro Rebellion
    The Moro Rebellion was a series of armed conflicts in the early 20th century between the United States and Muslim Moro groups in the southern Philippines, marked by fierce resistance to American colonial rule.
  • E. FROLINAT insurgency
    The FROLINAT insurgency was a major rebel movement in Chad led by the National Liberation Front of Chad, which fought to overthrow the central government and significantly shaped the country’s early post-independence conflicts.
  • 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: Bangsamoro conflict
Triple: [Moro people, historicalEvent, Bangsamoro conflict]
Generated description
The Bangsamoro conflict is a long-running armed struggle in the southern Philippines involving Moro groups seeking self-determination and greater autonomy from the central government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bangsamoro conflict
Target entity description: The Bangsamoro conflict is a long-running armed struggle in the southern Philippines involving Moro groups seeking self-determination and greater autonomy from the central government.
  • A. Spanish–Moro conflict
    The Spanish–Moro conflict was a centuries-long series of wars between the Spanish Empire and Muslim sultanates in the southern Philippines, marked by coastal raids, sieges, and resistance to colonial and religious domination.
  • B. Lahad Datu standoff
    The Lahad Datu standoff was a 2013 armed incursion and subsequent security crisis in Sabah, Malaysia, involving militants from the southern Philippines and resulting in a major Malaysian military and police operation.
  • C. Aceh insurgency
    The Aceh insurgency was a decades-long separatist conflict in Indonesia’s Aceh province between the Free Aceh Movement (GAM) and the Indonesian government, rooted in demands for independence, control over natural resources, and resistance to centralization.
  • D. Moro Rebellion
    The Moro Rebellion was a series of armed conflicts in the early 20th century between the United States and Muslim Moro groups in the southern Philippines, marked by fierce resistance to American colonial rule.
  • E. FROLINAT insurgency
    The FROLINAT insurgency was a major rebel movement in Chad led by the National Liberation Front of Chad, which fought to overthrow the central government and significantly shaped the country’s early post-independence conflicts.
  • F. None of above. chosen

Provenance (5 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_69d8838648088190acf97ef11fc3f61b completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3576cceb881908579b56d91b15dec completed April 18, 2026, 10:05 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0067be809c81909c93eb1253fbf8e5 completed May 10, 2026, 11:10 a.m.
NEDg Description generation batch_6a006a4c343481909bf56cad83f3ed81 completed May 10, 2026, 11:21 a.m.
NED2 Entity disambiguation (via description) batch_6a006afcbdb88190b34bfe6f4cc0fd40 completed May 10, 2026, 11:24 a.m.
Created at: April 10, 2026, 5:15 a.m.