Triple

T9660458
Position Surface form Disambiguated ID Type / Status
Subject Malaysian Armed Forces E233574 entity
Predicate conflict P12 FINISHED
Object 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.
E812719 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: Lahad Datu standoff | Statement: [Malaysian Armed Forces, conflict, Lahad Datu standoff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lahad Datu standoff
Context triple: [Malaysian Armed Forces, conflict, Lahad Datu standoff]
  • A. 2004 Tak Bai incident
    The 2004 Tak Bai incident was a deadly crackdown by Thai security forces on Muslim protesters in Narathiwat Province that became a major flashpoint in the South Thailand insurgency.
  • B. Borneo Confrontation
    The Borneo Confrontation was a mid-1960s undeclared conflict between Indonesia and the newly formed Malaysia, involving British Commonwealth forces in counter-insurgency and border security operations on the island of Borneo.
  • C. Battle of Marawi
    The Battle of Marawi was a five-month urban conflict in 2017 between Philippine government forces and ISIS-linked militants in the city of Marawi, marking the largest and longest urban battle in the Philippines’ modern history.
  • D. Sarawak Communist Insurgency
    The Sarawak Communist Insurgency was a protracted guerrilla conflict in Malaysian Borneo waged mainly by communist and leftist groups against the Malaysian government during the Cold War era.
  • E. 2014 Chumar standoff
    The 2014 Chumar standoff was a tense military confrontation between Indian and Chinese troops near the Line of Actual Control in Ladakh, highlighting ongoing border disputes between the two countries.
  • 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: Lahad Datu standoff
Triple: [Malaysian Armed Forces, conflict, Lahad Datu standoff]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lahad Datu standoff
Target entity description: 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.
  • A. 2004 Tak Bai incident
    The 2004 Tak Bai incident was a deadly crackdown by Thai security forces on Muslim protesters in Narathiwat Province that became a major flashpoint in the South Thailand insurgency.
  • B. Borneo Confrontation
    The Borneo Confrontation was a mid-1960s undeclared conflict between Indonesia and the newly formed Malaysia, involving British Commonwealth forces in counter-insurgency and border security operations on the island of Borneo.
  • C. Battle of Marawi
    The Battle of Marawi was a five-month urban conflict in 2017 between Philippine government forces and ISIS-linked militants in the city of Marawi, marking the largest and longest urban battle in the Philippines’ modern history.
  • D. Sarawak Communist Insurgency
    The Sarawak Communist Insurgency was a protracted guerrilla conflict in Malaysian Borneo waged mainly by communist and leftist groups against the Malaysian government during the Cold War era.
  • E. 2014 Chumar standoff
    The 2014 Chumar standoff was a tense military confrontation between Indian and Chinese troops near the Line of Actual Control in Ladakh, highlighting ongoing border disputes between the two countries.
  • 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_69ca848d3b6c8190ae98ea554dea58df completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9c08d0d0819086426ad6891b18db completed April 1, 2026, 10:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69d18a0ff7548190ae438c4a334058ac completed April 4, 2026, 10 p.m.
NEDg Description generation batch_69d18a8e0fbc8190912439815bab4677 completed April 4, 2026, 10:02 p.m.
NED2 Entity disambiguation (via description) batch_69d18afe54c88190846a873443aa56ef completed April 4, 2026, 10:04 p.m.
Created at: March 30, 2026, 8:14 p.m.