Triple

T19391516
Position Surface form Disambiguated ID Type / Status
Subject Lai Châu province E485079 entity
Predicate capital P234 FINISHED
Object Lai Châu city
Lai Châu city is an urban center in northwestern Vietnam that serves as the administrative, economic, and cultural hub of Lai Châu province.
E1373566 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: Lai Châu city | Statement: [Lai Châu province, capital, Lai Châu city]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lai Châu city
Context triple: [Lai Châu province, capital, Lai Châu city]
  • A. Lao Cai City
    Lao Cai City is an urban center in northern Vietnam, serving as a key border city and gateway for trade and travel between Vietnam and China.
  • B. Cao Bang City
    Cao Bang City is a small provincial capital in northern Vietnam known as a gateway to historic revolutionary sites and scenic mountainous landscapes near the Chinese border.
  • C. Yen Bai City
    Yen Bai City is an urban center in northern Vietnam that serves as the administrative, economic, and cultural hub of Yên Bái Province.
  • D. Phu Ly City
    Phu Ly City is the capital and main urban, economic, and administrative center of Ha Nam Province in northern Vietnam.
  • E. Quang Ngai City
    Quang Ngai City is an urban center in central Vietnam known as the political, economic, and cultural hub of Quang Ngai Province.
  • 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: Lai Châu city
Triple: [Lai Châu province, capital, Lai Châu city]
Generated description
Lai Châu city is an urban center in northwestern Vietnam that serves as the administrative, economic, and cultural hub of Lai Châu province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lai Châu city
Target entity description: Lai Châu city is an urban center in northwestern Vietnam that serves as the administrative, economic, and cultural hub of Lai Châu province.
  • A. Lao Cai City
    Lao Cai City is an urban center in northern Vietnam, serving as a key border city and gateway for trade and travel between Vietnam and China.
  • B. Cao Bang City
    Cao Bang City is a small provincial capital in northern Vietnam known as a gateway to historic revolutionary sites and scenic mountainous landscapes near the Chinese border.
  • C. Yen Bai City
    Yen Bai City is an urban center in northern Vietnam that serves as the administrative, economic, and cultural hub of Yên Bái Province.
  • D. Phu Ly City
    Phu Ly City is the capital and main urban, economic, and administrative center of Ha Nam Province in northern Vietnam.
  • E. Quang Ngai City
    Quang Ngai City is an urban center in central Vietnam known as the political, economic, and cultural hub of Quang Ngai Province.
  • 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_69d8e8d460d88190abf0591c5c9d2b0c completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e61b44b70c81908e2f0deeabe4360f completed April 20, 2026, 12:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a072b8951648190a7ea05504c3cd9c1 completed May 15, 2026, 2:19 p.m.
NEDg Description generation batch_6a072e2e59388190ac5a6a9479555154 completed May 15, 2026, 2:31 p.m.
NED2 Entity disambiguation (via description) batch_6a072eb872b88190904f9947228066fb completed May 15, 2026, 2:33 p.m.
Created at: April 10, 2026, 1:36 p.m.