Triple

T12638333
Position Surface form Disambiguated ID Type / Status
Subject Chachoengsao E301822 entity
Predicate governingBody P46 FINISHED
Object Chachoengsao Provincial Government
Chachoengsao Provincial Government is the main administrative authority responsible for governing and managing public services and development within Thailand’s Chachoengsao Province.
 E994705 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: Chachoengsao Provincial Government | Statement: [Chachoengsao, governingBody, Chachoengsao Provincial Government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chachoengsao Provincial Government
Context triple: [Chachoengsao, governingBody, Chachoengsao Provincial Government]
  • A. Chiang Mai Provincial Administration
    Chiang Mai Provincial Administration is the local governmental body responsible for overseeing public administration, development, and services within Thailand’s Chiang Mai Province.
  • B. Narathiwat Provincial Administration
    Narathiwat Provincial Administration is the local governmental body responsible for managing public services, development, and administration within Thailand’s Narathiwat Province.
  • C. Phuket Provincial Administration
    Phuket Provincial Administration is the local governmental authority responsible for managing public services, development, and administration across Thailand’s Phuket Province.
  • D. Chachoengsao Province
    Chachoengsao Province is a central Thai province east of Bangkok, known for its fertile agricultural lands, historic temples, and location within the lower Chao Phraya River basin.
  • E. Bangkok Metropolitan Administration
    The Bangkok Metropolitan Administration is the local government authority responsible for managing and providing public services for Thailand’s capital city.
  • 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: Chachoengsao Provincial Government
Triple: [Chachoengsao, governingBody, Chachoengsao Provincial Government]
Generated description
Chachoengsao Provincial Government is the main administrative authority responsible for governing and managing public services and development within Thailand’s Chachoengsao Province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chachoengsao Provincial Government
Target entity description: Chachoengsao Provincial Government is the main administrative authority responsible for governing and managing public services and development within Thailand’s Chachoengsao Province.
  • A. Chiang Mai Provincial Administration
    Chiang Mai Provincial Administration is the local governmental body responsible for overseeing public administration, development, and services within Thailand’s Chiang Mai Province.
  • B. Narathiwat Provincial Administration
    Narathiwat Provincial Administration is the local governmental body responsible for managing public services, development, and administration within Thailand’s Narathiwat Province.
  • C. Phuket Provincial Administration
    Phuket Provincial Administration is the local governmental authority responsible for managing public services, development, and administration across Thailand’s Phuket Province.
  • D. Chachoengsao Province
    Chachoengsao Province is a central Thai province east of Bangkok, known for its fertile agricultural lands, historic temples, and location within the lower Chao Phraya River basin.
  • E. Bangkok Metropolitan Administration
    The Bangkok Metropolitan Administration is the local government authority responsible for managing and providing public services for Thailand’s capital city.
  • 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_69d7bdec9f9c8190b4bac675b7588211 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961499de08190bdba66ca40b021be completed April 10, 2026, 8:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f66873706c8190a9908d1a8629b1c5 completed May 2, 2026, 9:11 p.m.
NEDg Description generation batch_69f669a5d43c81909881cfd1f3797d4c completed May 2, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69f66a2da60881909b0a689821456bb4 completed May 2, 2026, 9:18 p.m.
Created at: April 9, 2026, 5:16 p.m.