Triple

T6842285
Position Surface form Disambiguated ID Type / Status
Subject Lon Nol E157800 entity
Predicate spouse P13 FINISHED
Object Seng Nol
Seng Nol was the wife of Cambodian military leader and former Prime Minister Lon Nol, associated with Cambodia’s political elite during the tumultuous years of the Khmer Republic.
E624844 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: Seng Nol | Statement: [Lon Nol, spouse, Seng Nol]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Seng Nol
Context triple: [Lon Nol, spouse, Seng Nol]
  • A. Vang Pao
    Vang Pao was a Hmong general and key CIA-backed military leader who commanded Hmong forces in Laos during the Vietnam era and later became a prominent figure in the Hmong-American diaspora.
  • B. Lon Nol
    Lon Nol was a Cambodian military general and politician who led the coup that overthrew Prince Norodom Sihanouk and headed the U.S.-backed Khmer Republic in the early 1970s.
  • C. Ma Su
    Ma Su was a Chinese military general and strategist of the Shu Han state during the Three Kingdoms period, known for his ill-fated command at the Battle of Jieting.
  • D. Ieng Sary
    Ieng Sary was a senior Cambodian communist politician and co-founder of the Khmer Rouge who served as its foreign minister and was later charged with crimes against humanity for his role in the regime’s atrocities.
  • E. Ngo Dinh Nhu
    Ngo Dinh Nhu was a powerful South Vietnamese political figure and chief adviser to President Ngo Dinh Diem, known for his influential role in the regime’s security apparatus and strategic policymaking.
  • 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: Seng Nol
Triple: [Lon Nol, spouse, Seng Nol]
Generated description
Seng Nol was the wife of Cambodian military leader and former Prime Minister Lon Nol, associated with Cambodia’s political elite during the tumultuous years of the Khmer Republic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Seng Nol
Target entity description: Seng Nol was the wife of Cambodian military leader and former Prime Minister Lon Nol, associated with Cambodia’s political elite during the tumultuous years of the Khmer Republic.
  • A. Vang Pao
    Vang Pao was a Hmong general and key CIA-backed military leader who commanded Hmong forces in Laos during the Vietnam era and later became a prominent figure in the Hmong-American diaspora.
  • B. Lon Nol
    Lon Nol was a Cambodian military general and politician who led the coup that overthrew Prince Norodom Sihanouk and headed the U.S.-backed Khmer Republic in the early 1970s.
  • C. Ma Su
    Ma Su was a Chinese military general and strategist of the Shu Han state during the Three Kingdoms period, known for his ill-fated command at the Battle of Jieting.
  • D. Ieng Sary
    Ieng Sary was a senior Cambodian communist politician and co-founder of the Khmer Rouge who served as its foreign minister and was later charged with crimes against humanity for his role in the regime’s atrocities.
  • E. Ngo Dinh Nhu
    Ngo Dinh Nhu was a powerful South Vietnamese political figure and chief adviser to President Ngo Dinh Diem, known for his influential role in the regime’s security apparatus and strategic policymaking.
  • 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_69c6882ed4c081909dc465a7cf8838be completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d6b5f7648190ad8561caeb678932 completed March 27, 2026, 7:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c74271b9dc8190abbe3b1f9819c38f completed March 28, 2026, 2:52 a.m.
NEDg Description generation batch_69c7435af2b481908e06b3ec72dae7da completed March 28, 2026, 2:56 a.m.
NED2 Entity disambiguation (via description) batch_69c7443919ec819089040e50462864d1 completed March 28, 2026, 3 a.m.
Created at: March 27, 2026, 2:19 p.m.