Triple

T4787165
Position Surface form Disambiguated ID Type / Status
Subject Hoàng Xuân Lãm E106506 entity
Predicate givenName P17 FINISHED
Object Xuân Lãm
Xuân Lãm is the given name of Hoàng Xuân Lãm, a South Vietnamese lieutenant general who played a prominent role during the Vietnam War.
 E470166 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: Xuân Lãm | Statement: [Hoàng Xuân Lãm, givenName, Xuân Lãm]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Xuân Lãm
Context triple: [Hoàng Xuân Lãm, givenName, Xuân Lãm]
  • A. Hong Chau
    Hong Chau is an American actress acclaimed for her nuanced performances in film and television, including prominent roles in projects like "Downsizing," "The Whale," and various prestige TV series.
  • B. Lee Chong
    Lee Chong is the pragmatic and good-natured Chinese grocer in John Steinbeck’s novel "Cannery Row," known for running the local grocery store that serves as a social hub for the community.
  • C. Lai-Sang Young
    Lai-Sang Young is a prominent mathematician known for her influential work in dynamical systems and ergodic theory.
  • D. John Lee Ka-chiu
    John Lee Ka-chiu is a Hong Kong politician and former security official who serves as the Chief Executive, the city's top leader.
  • E. Chan Kwong-wing
    Chan Kwong-wing is a Hong Kong film composer best known for his scores for acclaimed movies such as the Infernal Affairs trilogy.
  • 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: Xuân Lãm
Triple: [Hoàng Xuân Lãm, givenName, Xuân Lãm]
Generated description
Xuân Lãm is the given name of Hoàng Xuân Lãm, a South Vietnamese lieutenant general who played a prominent role during the Vietnam War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Xuân Lãm
Target entity description: Xuân Lãm is the given name of Hoàng Xuân Lãm, a South Vietnamese lieutenant general who played a prominent role during the Vietnam War.
  • A. Hong Chau
    Hong Chau is an American actress acclaimed for her nuanced performances in film and television, including prominent roles in projects like "Downsizing," "The Whale," and various prestige TV series.
  • B. Lee Chong
    Lee Chong is the pragmatic and good-natured Chinese grocer in John Steinbeck’s novel "Cannery Row," known for running the local grocery store that serves as a social hub for the community.
  • C. Lai-Sang Young
    Lai-Sang Young is a prominent mathematician known for her influential work in dynamical systems and ergodic theory.
  • D. John Lee Ka-chiu
    John Lee Ka-chiu is a Hong Kong politician and former security official who serves as the Chief Executive, the city's top leader.
  • E. Chan Kwong-wing
    Chan Kwong-wing is a Hong Kong film composer best known for his scores for acclaimed movies such as the Infernal Affairs trilogy.
  • 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_69bd43f4a9588190bf73e20bc27c03cc completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd65d8f9d881909c24340b8dc6a104 completed March 20, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69be43e01f6c81909ca0121c36d107e9 completed March 21, 2026, 7:08 a.m.
NEDg Description generation batch_69be45cc228c8190942280ef3852caf7 completed March 21, 2026, 7:16 a.m.
NED2 Entity disambiguation (via description) batch_69be467ffd50819090c92df520c91642 completed March 21, 2026, 7:19 a.m.
Created at: March 20, 2026, 1:22 p.m.