Triple

T14107745
Position Surface form Disambiguated ID Type / Status
Subject Quảng Ngãi Province, South Vietnam E339548 entity
Predicate near P350 FINISHED
Object Chu Lai
Chu Lai was a major U.S. Marine Corps base and airfield complex used during the Vietnam War along the central coast of South Vietnam.
E1092195 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: Chu Lai | Statement: [Quảng Ngãi Province, South Vietnam, near, Chu Lai]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chu Lai
Context triple: [Quảng Ngãi Province, South Vietnam, near, Chu Lai]
  • A. Cheng Pu
    Cheng Pu was a prominent military general and veteran officer who served the warlord Sun Quan and played a key role in the early expansion of the Eastern Wu state during the late Eastern Han and Three Kingdoms period of China.
  • B. Chien-Po
    Chien-Po is a gentle, large, and good-natured warrior from Disney’s Mulan series, known for his calm demeanor and physical strength.
  • C. Zhu Shu
    Zhu Shu was a lesser-known Ming dynasty prince and son of the Hongwu Emperor, making him a younger brother of crown prince Zhu Biao.
  • D. Liu Da
    Liu Da, better known as Emperor Zhang of Han, was a ruler of the Eastern Han dynasty noted for consolidating imperial power and promoting Confucian governance.
  • E. Liu Cang
    Liu Cang was a prince of the Eastern Han dynasty, known primarily as a son of Emperor Guangwu of Han.
  • 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: Chu Lai
Triple: [Quảng Ngãi Province, South Vietnam, near, Chu Lai]
Generated description
Chu Lai was a major U.S. Marine Corps base and airfield complex used during the Vietnam War along the central coast of South Vietnam.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chu Lai
Target entity description: Chu Lai was a major U.S. Marine Corps base and airfield complex used during the Vietnam War along the central coast of South Vietnam.
  • A. Cheng Pu
    Cheng Pu was a prominent military general and veteran officer who served the warlord Sun Quan and played a key role in the early expansion of the Eastern Wu state during the late Eastern Han and Three Kingdoms period of China.
  • B. Chien-Po
    Chien-Po is a gentle, large, and good-natured warrior from Disney’s Mulan series, known for his calm demeanor and physical strength.
  • C. Zhu Shu
    Zhu Shu was a lesser-known Ming dynasty prince and son of the Hongwu Emperor, making him a younger brother of crown prince Zhu Biao.
  • D. Liu Da
    Liu Da, better known as Emperor Zhang of Han, was a ruler of the Eastern Han dynasty noted for consolidating imperial power and promoting Confucian governance.
  • E. Liu Cang
    Liu Cang was a prince of the Eastern Han dynasty, known primarily as a son of Emperor Guangwu of Han.
  • 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_69d81c69b5c8819094aa1abf18302908 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de600ada808190b92d67dc30f13d15 completed April 14, 2026, 3:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d027450819098f4f9be71451ec5 completed May 8, 2026, 1:31 a.m.
NEDg Description generation batch_69fd3ddb3290819097667666905390ff completed May 8, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69fd3ed1fe288190b83dc432b61f0b4f completed May 8, 2026, 1:39 a.m.
Created at: April 9, 2026, 10:22 p.m.