Triple

T13081261
Position Surface form Disambiguated ID Type / Status
Subject Ping River E310210 entity
Predicate passesNear P416 FINISHED
Object Lampang Province E669317 NE FINISHED

How this triple was built (2 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: Lampang Province | Statement: [Ping River, passesNear, Lampang Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lampang Province
Context triple: [Ping River, passesNear, Lampang Province]
  • A. Lampang chosen
    Lampang is a historic provincial city in northern Thailand known for its well-preserved Lanna architecture, horse-drawn carriages, and important Buddhist temples.
  • B. Loei Province
    Loei Province is a mountainous and sparsely populated province in northeastern Thailand, known for its cool climate, misty peaks, and scenic national parks.
  • C. Phatthalung province
    Phatthalung province is a largely rural, mountainous province in southern Thailand known for its wetlands, traditional shadow-puppet theatre (Nang Talung), and rich cultural heritage.
  • D. Nakhon Phanom province
    Nakhon Phanom province is a largely rural Thai province along the Mekong River, known for its scenic riverfront, diverse ethnic cultures, and historical significance as a former Indochina border outpost.
  • E. Chaiyaphum province
    Chaiyaphum province is a largely rural region of northeastern Thailand known for its mountainous landscapes, national parks, and seasonal fields of blooming Siam tulips.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d806a733548190989cfd4ce981ca33 completed April 9, 2026, 8:05 p.m.
NER Named-entity recognition batch_69d98119cb7081908b78ffe83ec99851 completed April 10, 2026, 11 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff5f1f80648190a4a0e8260ac95194 completed May 9, 2026, 4:21 p.m.
Created at: April 9, 2026, 9:01 p.m.