Triple

T6549925
Position Surface form Disambiguated ID Type / Status
Subject Trang province E151103 entity
Predicate hasAdministrativeCenter P1474 FINISHED
Object Mueang Trang district
Mueang Trang district is the capital district and main urban center of Trang Province in southern Thailand.
E605462 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: Mueang Trang district | Statement: [Trang province, hasAdministrativeCenter, Mueang Trang district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mueang Trang district
Context triple: [Trang province, hasAdministrativeCenter, Mueang Trang district]
  • A. Mae Sot District
    Mae Sot District is an administrative district in western Thailand’s Tak Province, known for its border location with Myanmar and its role as a major hub for cross-border trade and migration.
  • B. Bo Trach District
    Bo Trach District is a rural district in Quang Binh Province, Vietnam, known for encompassing much of Phong Nha-Ke Bang National Park, a UNESCO World Heritage Site famed for its extensive cave systems.
  • C. Ratchathewi District
    Ratchathewi District is a central Bangkok district known for its major transport hubs, commercial areas, and dense urban development.
  • D. Parongpong District
    Parongpong District is a highland area in West Java, Indonesia, known for its cool climate, tea plantations, and proximity to the Tangkuban Perahu volcano.
  • E. Phaya Thai District
    Phaya Thai District is a central administrative district of Bangkok, Thailand, known for its major transportation hubs, commercial areas, and dense urban development.
  • 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: Mueang Trang district
Triple: [Trang province, hasAdministrativeCenter, Mueang Trang district]
Generated description
Mueang Trang district is the capital district and main urban center of Trang Province in southern Thailand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mueang Trang district
Target entity description: Mueang Trang district is the capital district and main urban center of Trang Province in southern Thailand.
  • A. Mae Sot District
    Mae Sot District is an administrative district in western Thailand’s Tak Province, known for its border location with Myanmar and its role as a major hub for cross-border trade and migration.
  • B. Bo Trach District
    Bo Trach District is a rural district in Quang Binh Province, Vietnam, known for encompassing much of Phong Nha-Ke Bang National Park, a UNESCO World Heritage Site famed for its extensive cave systems.
  • C. Ratchathewi District
    Ratchathewi District is a central Bangkok district known for its major transport hubs, commercial areas, and dense urban development.
  • D. Parongpong District
    Parongpong District is a highland area in West Java, Indonesia, known for its cool climate, tea plantations, and proximity to the Tangkuban Perahu volcano.
  • E. Phaya Thai District
    Phaya Thai District is a central administrative district of Bangkok, Thailand, known for its major transportation hubs, commercial areas, and dense urban development.
  • 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_69c687f3fd60819083bfa583e5bcfa71 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6ae04affc8190826ee033849f2d42 completed March 27, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d55113408190b96baf2747f36e3c completed March 27, 2026, 7:06 p.m.
NEDg Description generation batch_69c6d82753288190bb8cd18254feee2d completed March 27, 2026, 7:19 p.m.
NED2 Entity disambiguation (via description) batch_69c6d92bc2508190b0e1eaf8b46c958e completed March 27, 2026, 7:23 p.m.
Created at: March 27, 2026, 1:51 p.m.