Triple

T11315353
Position Surface form Disambiguated ID Type / Status
Subject Nonthaburi Province E267950 entity
Predicate governedBy P46 FINISHED
Object Nonthaburi Provincial Administration
Nonthaburi Provincial Administration is the local governmental body responsible for managing public services, development, and administration within Thailand’s Nonthaburi Province.
 E917477 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: Nonthaburi Provincial Administration | Statement: [Nonthaburi Province, governedBy, Nonthaburi Provincial Administration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nonthaburi Provincial Administration
Context triple: [Nonthaburi Province, governedBy, Nonthaburi Provincial Administration]
  • A. Narathiwat Provincial Administration
    Narathiwat Provincial Administration is the local governmental body responsible for managing public services, development, and administration within Thailand’s Narathiwat Province.
  • B. Nonthaburi Province
    Nonthaburi Province is a central Thai province just north of Bangkok, known for its dense urban areas, historic temples, and role as part of the greater Bangkok metropolitan region.
  • C. Bangkok Metropolitan Administration
    The Bangkok Metropolitan Administration is the local government authority responsible for managing and providing public services for Thailand’s capital city.
  • D. 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.
  • E. Phuket Provincial Administration
    Phuket Provincial Administration is the local governmental authority responsible for managing public services, development, and administration across Thailand’s Phuket Province.
  • 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: Nonthaburi Provincial Administration
Triple: [Nonthaburi Province, governedBy, Nonthaburi Provincial Administration]
Generated description
Nonthaburi Provincial Administration is the local governmental body responsible for managing public services, development, and administration within Thailand’s Nonthaburi Province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nonthaburi Provincial Administration
Target entity description: Nonthaburi Provincial Administration is the local governmental body responsible for managing public services, development, and administration within Thailand’s Nonthaburi Province.
  • A. Narathiwat Provincial Administration
    Narathiwat Provincial Administration is the local governmental body responsible for managing public services, development, and administration within Thailand’s Narathiwat Province.
  • B. Nonthaburi Province
    Nonthaburi Province is a central Thai province just north of Bangkok, known for its dense urban areas, historic temples, and role as part of the greater Bangkok metropolitan region.
  • C. Bangkok Metropolitan Administration
    The Bangkok Metropolitan Administration is the local government authority responsible for managing and providing public services for Thailand’s capital city.
  • D. 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.
  • E. Phuket Provincial Administration
    Phuket Provincial Administration is the local governmental authority responsible for managing public services, development, and administration across Thailand’s Phuket Province.
  • 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_69d6aaca5c24819083db46a30d86cb34 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9c2c7b081909af8acebc8aa93aa completed April 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69e50a9e66588190b71e0f60133a8995 completed April 19, 2026, 5:02 p.m.
NEDg Description generation batch_69e510fc537c8190bbf11c8fd6e5764b completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e516d0910481908fee176db0d9229b completed April 19, 2026, 5:54 p.m.
Created at: April 8, 2026, 9:32 p.m.