Triple

T5549597
Position Surface form Disambiguated ID Type / Status
Subject Quang Ngai Province E145492 entity
Predicate hasSettlement P1068 FINISHED
Object Duc Pho town
Duc Pho town is an urban locality in central Vietnam that serves as one of the main administrative and economic centers of Quang Ngai Province.
 E542330 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: Duc Pho town | Statement: [Quang Ngai Province, hasSettlement, Duc Pho town]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Duc Pho town
Context triple: [Quang Ngai Province, hasSettlement, Duc Pho town]
  • A. 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.
  • B. Hương Thủy Town
    Hương Thủy Town is a district-level town in central Vietnam known for its proximity to the historic city of Huế in Thừa Thiên Huế Province.
  • C. 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.
  • D. Nam Dinh City
    Nam Dinh City is the capital and largest urban center of Nam Dinh Province in northern Vietnam, known historically as an important cultural and industrial hub in the Red River Delta.
  • E. Hương Trà Town
    Hương Trà Town is an urban district-level town in central Vietnam, located within Thừa Thiên Huế Province and known for its mix of rural landscapes and growing urban areas.
  • 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: Duc Pho town
Triple: [Quang Ngai Province, hasSettlement, Duc Pho town]
Generated description
Duc Pho town is an urban locality in central Vietnam that serves as one of the main administrative and economic centers of Quang Ngai Province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Duc Pho town
Target entity description: Duc Pho town is an urban locality in central Vietnam that serves as one of the main administrative and economic centers of Quang Ngai Province.
  • A. 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.
  • B. Hương Thủy Town
    Hương Thủy Town is a district-level town in central Vietnam known for its proximity to the historic city of Huế in Thừa Thiên Huế Province.
  • C. 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.
  • D. Nam Dinh City
    Nam Dinh City is the capital and largest urban center of Nam Dinh Province in northern Vietnam, known historically as an important cultural and industrial hub in the Red River Delta.
  • E. Hương Trà Town
    Hương Trà Town is an urban district-level town in central Vietnam, located within Thừa Thiên Huế Province and known for its mix of rural landscapes and growing urban areas.
  • 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_69c008fb879c81909f5bfa56fadc1d46 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01fe143ec8190bb67d2530c92a419 completed March 22, 2026, 4:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69c059e39b7c81908c5eb3e940366562 completed March 22, 2026, 9:06 p.m.
NEDg Description generation batch_69c05e02edc48190938613946f19df01 completed March 22, 2026, 9:24 p.m.
NED2 Entity disambiguation (via description) batch_69c06209c3588190a6ededf9c198d5c5 completed March 22, 2026, 9:41 p.m.
Created at: March 22, 2026, 3:35 p.m.