Triple

T9050002
Position Surface form Disambiguated ID Type / Status
Subject Binh Duong Province E216857 entity
Predicate hasMajorTown P316 FINISHED
Object 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.
 E775437 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: Thuan An | Statement: [Binh Duong Province, hasMajorTown, Thuan An]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thuan An
Context triple: [Binh Duong Province, hasMajorTown, Thuan An]
  • 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. Cam Lộ
    Cam Lộ is a rural district and township in Quảng Trị Province, central Vietnam, historically significant as a strategic area during the Vietnam War.
  • C. Muong Thanh
    Muong Thanh is the former name of the Vietnamese city now known as Dien Bien Phu, historically significant for the decisive 1954 battle that ended French colonial rule in Indochina.
  • D. Duy Tien Town
    Duy Tien Town is an urban administrative unit in northern Vietnam known for its developing industrial zones and role as a local economic center within Ha Nam Province.
  • E. Phong Điền
    Phong Điền is a rural district of Cần Thơ in Vietnam’s Mekong Delta, known for its lush orchards and traditional floating markets.
  • 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: Thuan An
Triple: [Binh Duong Province, hasMajorTown, Thuan An]
Generated description
Thuan An is a rapidly developing urban town in southern Vietnam known for its industrial zones and proximity to Ho Chi Minh City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thuan An
Target entity description: Thuan An is a rapidly developing urban town in southern Vietnam known for its industrial zones and proximity to Ho Chi Minh City.
  • 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. Cam Lộ
    Cam Lộ is a rural district and township in Quảng Trị Province, central Vietnam, historically significant as a strategic area during the Vietnam War.
  • C. Muong Thanh
    Muong Thanh is the former name of the Vietnamese city now known as Dien Bien Phu, historically significant for the decisive 1954 battle that ended French colonial rule in Indochina.
  • D. Duy Tien Town
    Duy Tien Town is an urban administrative unit in northern Vietnam known for its developing industrial zones and role as a local economic center within Ha Nam Province.
  • E. Phong Điền
    Phong Điền is a rural district of Cần Thơ in Vietnam’s Mekong Delta, known for its lush orchards and traditional floating markets.
  • 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_69ca83d362e88190ae44b4e4dc194209 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc6b52cc1881909fb011d9a8af2e18 completed April 1, 2026, 12:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfebc90bf88190bbcdab07ca93f569 completed April 3, 2026, 4:33 p.m.
NEDg Description generation batch_69cfecf7fce08190a9b80044a2ae9745 completed April 3, 2026, 4:38 p.m.
NED2 Entity disambiguation (via description) batch_69cff0ea8c388190bd95233db9c69038 completed April 3, 2026, 4:55 p.m.
Created at: March 30, 2026, 7:10 p.m.