Triple

T6550139
Position Surface form Disambiguated ID Type / Status
Subject South Thailand insurgency E151108 entity
Predicate notableEvent P259 FINISHED
Object 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.
E607607 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: 2004 Tak Bai incident | Statement: [South Thailand insurgency, notableEvent, 2004 Tak Bai incident]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2004 Tak Bai incident
Context triple: [South Thailand insurgency, notableEvent, 2004 Tak Bai incident]
  • A. 2004 Krue Se Mosque incident
    The 2004 Krue Se Mosque incident was a deadly confrontation in Pattani, Thailand, in which Thai security forces stormed a historic mosque to end an armed standoff with insurgents, becoming a highly controversial flashpoint in the South Thailand insurgency.
  • B. Panjdeh incident
    The Panjdeh incident was an 1885 military clash between the Russian Empire and Afghanistan that nearly triggered war with Britain and marked a critical flashpoint in the Anglo-Russian rivalry in Central Asia.
  • C. Banda Islands massacre
    The Banda Islands massacre was a brutal 1621 campaign by the Dutch East India Company to exterminate or expel the indigenous population of the Banda Islands in order to secure a monopoly over the lucrative nutmeg trade.
  • D. Bubat incident
    The Bubat incident was a 14th-century political and military clash in the Majapahit Kingdom, marked by the tragic confrontation between Majapahit forces and the Sundanese royal entourage that derailed a planned dynastic marriage and reshaped Javanese inter-kingdom relations.
  • E. Sian Incident
    The Sian Incident was a 1936 political crisis in China in which Generalissimo Chiang Kai-shek was detained by his own generals, leading to a negotiated United Front between the Nationalists and Communists against Japanese aggression.
  • 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: 2004 Tak Bai incident
Triple: [South Thailand insurgency, notableEvent, 2004 Tak Bai incident]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2004 Tak Bai incident
Target entity description: 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.
  • A. 2004 Krue Se Mosque incident
    The 2004 Krue Se Mosque incident was a deadly confrontation in Pattani, Thailand, in which Thai security forces stormed a historic mosque to end an armed standoff with insurgents, becoming a highly controversial flashpoint in the South Thailand insurgency.
  • B. Panjdeh incident
    The Panjdeh incident was an 1885 military clash between the Russian Empire and Afghanistan that nearly triggered war with Britain and marked a critical flashpoint in the Anglo-Russian rivalry in Central Asia.
  • C. Banda Islands massacre
    The Banda Islands massacre was a brutal 1621 campaign by the Dutch East India Company to exterminate or expel the indigenous population of the Banda Islands in order to secure a monopoly over the lucrative nutmeg trade.
  • D. Bubat incident
    The Bubat incident was a 14th-century political and military clash in the Majapahit Kingdom, marked by the tragic confrontation between Majapahit forces and the Sundanese royal entourage that derailed a planned dynastic marriage and reshaped Javanese inter-kingdom relations.
  • E. Sian Incident
    The Sian Incident was a 1936 political crisis in China in which Generalissimo Chiang Kai-shek was detained by his own generals, leading to a negotiated United Front between the Nationalists and Communists against Japanese aggression.
  • 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_69c687f3fd60819083bfa583e5bcfa71 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6ae04affc8190826ee033849f2d42 completed March 27, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6e4214f28819083134e9e6fe6f393 completed March 27, 2026, 8:10 p.m.
NEDg Description generation batch_69c6e61218c4819084c170611077f0e6 completed March 27, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c6e7cc21548190b302e2e31f9cadd0 completed March 27, 2026, 8:25 p.m.
Created at: March 27, 2026, 1:51 p.m.