Triple

T10878599
Position Surface form Disambiguated ID Type / Status
Subject Dong Nai Province E256861 entity
Predicate capital P234 FINISHED
Object Bien Hoa
Bien Hoa is a major industrial city in southern Vietnam, located near Ho Chi Minh City and known for its large manufacturing zones and economic importance.
E891513 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: Bien Hoa | Statement: [Dong Nai Province, capital, Bien Hoa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bien Hoa
Context triple: [Dong Nai Province, capital, Bien Hoa]
  • A. Lao Bảo
    Lao Bảo is a border town in Quảng Trị Province, Vietnam, known as a key commercial and transit point on the route between Vietnam and Laos.
  • B. Thuan An
    Thuan An is a rapidly developing urban town in southern Vietnam known for its industrial zones and proximity to Ho Chi Minh City.
  • C. Pleiku
    Pleiku is a city in Vietnam’s Central Highlands known as a regional hub for coffee production and as a strategic site during the Vietnam War.
  • D. Phan Rang
    Phan Rang is a coastal city in south-central Vietnam, known historically as a Cham cultural center and now as the capital of Ninh Thuận Province.
  • E. Hoa Hao
    Hoa Hao is a Vietnamese Buddhist reform movement known for its simple, rural-focused practice, strong ethical emphasis, and significant following among Vietnamese communities both in Vietnam and abroad.
  • 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: Bien Hoa
Triple: [Dong Nai Province, capital, Bien Hoa]
Generated description
Bien Hoa is a major industrial city in southern Vietnam, located near Ho Chi Minh City and known for its large manufacturing zones and economic importance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bien Hoa
Target entity description: Bien Hoa is a major industrial city in southern Vietnam, located near Ho Chi Minh City and known for its large manufacturing zones and economic importance.
  • A. Lao Bảo
    Lao Bảo is a border town in Quảng Trị Province, Vietnam, known as a key commercial and transit point on the route between Vietnam and Laos.
  • B. Thuan An
    Thuan An is a rapidly developing urban town in southern Vietnam known for its industrial zones and proximity to Ho Chi Minh City.
  • C. Pleiku
    Pleiku is a city in Vietnam’s Central Highlands known as a regional hub for coffee production and as a strategic site during the Vietnam War.
  • D. Phan Rang
    Phan Rang is a coastal city in south-central Vietnam, known historically as a Cham cultural center and now as the capital of Ninh Thuận Province.
  • E. Hoa Hao
    Hoa Hao is a Vietnamese Buddhist reform movement known for its simple, rural-focused practice, strong ethical emphasis, and significant following among Vietnamese communities both in Vietnam and abroad.
  • 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_69d6aa848804819081b2713ca0bedf06 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d751ae92548190a3563c5b18650a32 completed April 9, 2026, 7:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69e154d8f9b881908025acc6ff1beb9f completed April 16, 2026, 9:30 p.m.
NEDg Description generation batch_69e16e3e9f448190a6b42b446818000c completed April 16, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69e17020d2b4819084283955b2ec2b29 completed April 16, 2026, 11:26 p.m.
Created at: April 8, 2026, 9:21 p.m.