Triple

T12898171
Position Surface form Disambiguated ID Type / Status
Subject Pathum Thani Province E308547 entity
Predicate locatedInRiverBasin P18951 FINISHED
Object Chao Phraya River basin
The Chao Phraya River basin is Thailand’s most important river system, encompassing the fertile central plains that serve as the country’s primary hub for agriculture, settlement, and economic activity.
E48923 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: Chao Phraya River basin | Statement: [Pathum Thani Province, locatedInRiverBasin, Chao Phraya River basin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chao Phraya River basin
Context triple: [Pathum Thani Province, locatedInRiverBasin, Chao Phraya River basin]
  • A. Chao Phraya River
    The Chao Phraya River is a major river in Thailand that flows through Bangkok and serves as a vital artery for the country’s transport, economy, and culture.
  • B. Chao Phraya River delta
    The Chao Phraya River delta is a fertile, low-lying alluvial plain in central Thailand that forms the country’s main rice-growing region and hosts its capital, Bangkok.
  • C. Bang Pakong River
    The Bang Pakong River is a significant river in eastern Thailand that flows through Chachoengsao Province before emptying into the Gulf of Thailand.
  • D. Khwae Noi River
    The Khwae Noi River is a tributary in western Thailand best known for its historical association with the World War II "Death Railway" and the Bridge on the River Kwai near Kanchanaburi.
  • E. Pattani River
    The Pattani River is a significant waterway in southern Thailand that flows through Pattani Province and plays an important role in local agriculture, fisheries, and transportation.
  • 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: Chao Phraya River basin
Triple: [Pathum Thani Province, locatedInRiverBasin, Chao Phraya River basin]
Generated description
The Chao Phraya River basin is Thailand’s most important river system, encompassing the fertile central plains that serve as the country’s primary hub for agriculture, settlement, and economic activity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chao Phraya River basin
Target entity description: The Chao Phraya River basin is Thailand’s most important river system, encompassing the fertile central plains that serve as the country’s primary hub for agriculture, settlement, and economic activity.
  • A. Chao Phraya River chosen
    The Chao Phraya River is a major river in Thailand that flows through Bangkok and serves as a vital artery for the country’s transport, economy, and culture.
  • B. Chao Phraya River delta
    The Chao Phraya River delta is a fertile, low-lying alluvial plain in central Thailand that forms the country’s main rice-growing region and hosts its capital, Bangkok.
  • C. Bang Pakong River
    The Bang Pakong River is a significant river in eastern Thailand that flows through Chachoengsao Province before emptying into the Gulf of Thailand.
  • D. Khwae Noi River
    The Khwae Noi River is a tributary in western Thailand best known for its historical association with the World War II "Death Railway" and the Bridge on the River Kwai near Kanchanaburi.
  • E. Pattani River
    The Pattani River is a significant waterway in southern Thailand that flows through Pattani Province and plays an important role in local agriculture, fisheries, and transportation.
  • F. None of above.

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_69d7bdf7c1f0819098102569a8d8cbf5 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9717f3fc48190b61c8f6f36cd0725 completed April 10, 2026, 9:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8cec96c819089d253162bc4705a completed May 3, 2026, 2:54 a.m.
NEDg Description generation batch_69f6b9a1ca54819085da2ca592bf5219 completed May 3, 2026, 2:57 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb304f7c8190a02aa2c5f71cea89 completed May 3, 2026, 3:04 a.m.
Created at: April 9, 2026, 5:40 p.m.