Triple

T6065920
Position Surface form Disambiguated ID Type / Status
Subject Battle of Ap Bac E135159 entity
Predicate location P40 FINISHED
Object Ap Bac, Dinh Tuong Province, South Vietnam
Ap Bac, in Dinh Tuong Province of former South Vietnam, is a rural village best known as the site of a pivotal 1963 Vietnam War battle that exposed weaknesses in U.S.-backed South Vietnamese forces.
E567230 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: Ap Bac, Dinh Tuong Province, South Vietnam | Statement: [Battle of Ap Bac, location, Ap Bac, Dinh Tuong Province, South Vietnam]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ap Bac, Dinh Tuong Province, South Vietnam
Context triple: [Battle of Ap Bac, location, Ap Bac, Dinh Tuong Province, South Vietnam]
  • A. Chu Lai, South Vietnam
    Chu Lai, South Vietnam was a major U.S. Marine Corps base and coastal military area used as a strategic staging ground during the Vietnam War.
  • B. Quảng Ngãi Province, South Vietnam
    Quảng Ngãi Province in South Vietnam was a key battleground during the Vietnam War, notably the site of major early U.S. Marine operations such as Operation Starlite.
  • C. Central Highlands, South Vietnam
    Central Highlands, South Vietnam was a strategically vital, mountainous and forested region that served as a major battleground during the Vietnam War.
  • D. Pac Bo, Cao Bang, Vietnam
    Pac Bo in Cao Bang, Vietnam is a historic revolutionary site best known as an early base of operations for Ho Chi Minh and the Viet Minh during their struggle for independence.
  • E. Southwestern Vietnam
    Southwestern Vietnam is a region of Vietnam bordering Cambodia and the Gulf of Thailand, known for its Mekong Delta landscapes, coastal towns, and diverse cultural influences.
  • 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: Ap Bac, Dinh Tuong Province, South Vietnam
Triple: [Battle of Ap Bac, location, Ap Bac, Dinh Tuong Province, South Vietnam]
Generated description
Ap Bac, in Dinh Tuong Province of former South Vietnam, is a rural village best known as the site of a pivotal 1963 Vietnam War battle that exposed weaknesses in U.S.-backed South Vietnamese forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ap Bac, Dinh Tuong Province, South Vietnam
Target entity description: Ap Bac, in Dinh Tuong Province of former South Vietnam, is a rural village best known as the site of a pivotal 1963 Vietnam War battle that exposed weaknesses in U.S.-backed South Vietnamese forces.
  • A. Chu Lai, South Vietnam
    Chu Lai, South Vietnam was a major U.S. Marine Corps base and coastal military area used as a strategic staging ground during the Vietnam War.
  • B. Quảng Ngãi Province, South Vietnam
    Quảng Ngãi Province in South Vietnam was a key battleground during the Vietnam War, notably the site of major early U.S. Marine operations such as Operation Starlite.
  • C. Central Highlands, South Vietnam
    Central Highlands, South Vietnam was a strategically vital, mountainous and forested region that served as a major battleground during the Vietnam War.
  • D. Pac Bo, Cao Bang, Vietnam
    Pac Bo in Cao Bang, Vietnam is a historic revolutionary site best known as an early base of operations for Ho Chi Minh and the Viet Minh during their struggle for independence.
  • E. Southwestern Vietnam
    Southwestern Vietnam is a region of Vietnam bordering Cambodia and the Gulf of Thailand, known for its Mekong Delta landscapes, coastal towns, and diverse cultural influences.
  • 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_69c00878d06881909ee78e88913bf890 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0573df7508190bbb5b496188b2f3e completed March 22, 2026, 8:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11d23dca8819080702ca0f05df5dd completed March 23, 2026, 10:59 a.m.
NEDg Description generation batch_69c11dec348c819090715aa1ec407f11 completed March 23, 2026, 11:03 a.m.
NED2 Entity disambiguation (via description) batch_69c11e5efd848190adb834e42b4bdc9e completed March 23, 2026, 11:05 a.m.
Created at: March 22, 2026, 4:10 p.m.