Triple

T1564978
Position Surface form Disambiguated ID Type / Status
Subject Chiang Mai E33411 entity
Predicate locatedOnRiver P165 FINISHED
Object Ping River
The Ping River is a major river in northern Thailand that flows through Chiang Mai and is one of the principal tributaries of the Chao Phraya River.
E310210 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: Ping River | Statement: [Chiang Mai, locatedOnRiver, Ping River]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ping River
Context triple: [Chiang Mai, locatedOnRiver, Ping River]
  • A. Tapi River
    The Tapi River is a major west-flowing river in central India that traverses Maharashtra, Madhya Pradesh, and Gujarat before emptying into the Arabian Sea.
  • B. Clavey River
    The Clavey River is a free-flowing, undammed tributary in California’s Sierra Nevada renowned for its ecological integrity and challenging whitewater.
  • C. MacLeay River
    The Macleay River is a major river in New South Wales, Australia, flowing from the Northern Tablelands to the Pacific Ocean near South West Rocks.
  • D. Weber River
    The Weber River is a major river in northern Utah that flows through the Wasatch Range and agricultural valleys before emptying into the Great Salt Lake.
  • E. Chipola River
    Chipola River is a spring-fed river in the Florida Panhandle known for its clear waters, limestone caves, and popular opportunities for paddling, fishing, and wildlife viewing.
  • 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: Ping River
Triple: [Chiang Mai, locatedOnRiver, Ping River]
Generated description
The Ping River is a major river in northern Thailand that flows through Chiang Mai and is one of the principal tributaries of the Chao Phraya River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ping River
Target entity description: The Ping River is a major river in northern Thailand that flows through Chiang Mai and is one of the principal tributaries of the Chao Phraya River.
  • A. Tapi River
    The Tapi River is a major west-flowing river in central India that traverses Maharashtra, Madhya Pradesh, and Gujarat before emptying into the Arabian Sea.
  • B. Clavey River
    The Clavey River is a free-flowing, undammed tributary in California’s Sierra Nevada renowned for its ecological integrity and challenging whitewater.
  • C. MacLeay River
    The Macleay River is a major river in New South Wales, Australia, flowing from the Northern Tablelands to the Pacific Ocean near South West Rocks.
  • D. Weber River
    The Weber River is a major river in northern Utah that flows through the Wasatch Range and agricultural valleys before emptying into the Great Salt Lake.
  • E. Chipola River
    Chipola River is a spring-fed river in the Florida Panhandle known for its clear waters, limestone caves, and popular opportunities for paddling, fishing, and wildlife viewing.
  • 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_69a885f11b048190935025a035302715 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa621242188190a7e1deeada7688d8 completed March 6, 2026, 5:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69b05570cd488190bd9ce6b3a854a427 completed March 10, 2026, 5:31 p.m.
NEDg Description generation batch_69b061ddcc0c81908fa237d8c8aae72f completed March 10, 2026, 6:24 p.m.
NED2 Entity disambiguation (via description) batch_69b0628d5f608190b7a13ac2e8b8d721 completed March 10, 2026, 6:27 p.m.
Created at: March 4, 2026, 7:27 p.m.