Triple

T6550124
Position Surface form Disambiguated ID Type / Status
Subject South Thailand insurgency E151108 entity
Predicate locatedInProvinces P20236 FINISHED
Object Pattani E157448 NE FINISHED

How this triple was built (3 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: Pattani | Statement: [South Thailand insurgency, locatedInProvinces, Pattani]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pattani
Context triple: [South Thailand insurgency, locatedInProvinces, Pattani]
  • A. Pattani chosen
    Pattani is a historic coastal city in Thailand known for its Malay-Muslim cultural heritage and role as a regional trading and fishing center.
  • B. Narathiwat
    Narathiwat is a predominantly Malay-Muslim provincial capital in Thailand’s deep south, known for its coastal location near the Malaysian border and its role in the region’s cultural and political dynamics.
  • C. Songkhla
    Songkhla is a historic coastal city in southern Thailand known for its fishing industry, cultural heritage, and role as a regional economic and educational center.
  • D. Surat Thani
    Surat Thani is a major city in southern Thailand that serves as a key transport and commercial hub and gateway to popular Gulf of Thailand islands like Ko Samui.
  • E. Nakhon Si Thammarat
    Nakhon Si Thammarat is a historic coastal city in southern Thailand known for its ancient temples, particularly Wat Phra Mahathat, and its role as a regional cultural and economic center.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: locatedInProvinces
Context triple: [South Thailand insurgency, locatedInProvinces, Pattani]
  • A. locatedInCountryCapitalOfProvince
    Indicates that an entity is located in the country that contains the capital city of a specified province.
  • B. isProvinceOf
    Indicates that one region holds the administrative status of a province within, and is governed as a subnational division of, another political entity.
  • C. governingProvince
    Indicates that one administrative unit or authority has official governing control over a specified province.
  • D. comprisesProvince
    Indicates that a larger territorial or administrative unit is made up of, or includes within its boundaries, a specific province.
  • E. isInProvince chosen
    Indicates that one entity (typically a place or city) is located within the administrative boundaries of a specified province.
  • F. None of above.

Provenance (4 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_69c6ce07332481909a5a7964282eb776 completed March 27, 2026, 6:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c742245d10819087861d62c89cc9b0 completed March 28, 2026, 2:51 a.m.
PD Predicate disambiguation batch_69c6acf3e3708190b052ec774e607cb7 completed March 27, 2026, 4:14 p.m.
Created at: March 27, 2026, 1:51 p.m.