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.