Triple

T7732524
Position Surface form Disambiguated ID Type / Status
Subject Mun River E175295 entity
Predicate majorTributary P415 FINISHED
Object Lam Takhong River
The Lam Takhong River is a significant waterway in northeastern Thailand that flows through Nakhon Ratchasima Province and supports regional agriculture, ecosystems, and the Lam Takhong Dam and reservoir.
E688574 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: Lam Takhong River | Statement: [Mun River, majorTributary, Lam Takhong River]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lam Takhong River
Context triple: [Mun River, majorTributary, Lam Takhong River]
  • A. Thi Tinh River
    Thi Tinh River is a tributary waterway in southern Vietnam that feeds into the Saigon River and supports the surrounding agricultural and local communities.
  • B. Pa Sak River
    The Pa Sak River is a significant river in central Thailand that flows through several provinces, including Lopburi and Ayutthaya, supporting agriculture and local communities before joining the Chao Phraya River.
  • C. Nam Na River
    The Nam Na River is a waterway flowing through the mountainous region of northwestern Vietnam, contributing to the area's drainage and local ecosystems.
  • 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. Đăk Bla River
    The Đăk Bla River is a prominent river in Vietnam’s Central Highlands that flows through Kon Tum and contributes significantly to the region’s landscape and local livelihoods.
  • 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: Lam Takhong River
Triple: [Mun River, majorTributary, Lam Takhong River]
Generated description
The Lam Takhong River is a significant waterway in northeastern Thailand that flows through Nakhon Ratchasima Province and supports regional agriculture, ecosystems, and the Lam Takhong Dam and reservoir.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lam Takhong River
Target entity description: The Lam Takhong River is a significant waterway in northeastern Thailand that flows through Nakhon Ratchasima Province and supports regional agriculture, ecosystems, and the Lam Takhong Dam and reservoir.
  • A. Thi Tinh River
    Thi Tinh River is a tributary waterway in southern Vietnam that feeds into the Saigon River and supports the surrounding agricultural and local communities.
  • B. Pa Sak River
    The Pa Sak River is a significant river in central Thailand that flows through several provinces, including Lopburi and Ayutthaya, supporting agriculture and local communities before joining the Chao Phraya River.
  • C. Nam Na River
    The Nam Na River is a waterway flowing through the mountainous region of northwestern Vietnam, contributing to the area's drainage and local ecosystems.
  • 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. Đăk Bla River
    The Đăk Bla River is a prominent river in Vietnam’s Central Highlands that flows through Kon Tum and contributes significantly to the region’s landscape and local livelihoods.
  • 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_69c6995e912c81909a49a2657103f786 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7033863d881909451a4f9675021a3 completed March 27, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8dea75df88190b0d1187e57dcfddb completed March 29, 2026, 8:11 a.m.
NEDg Description generation batch_69c8df35b6908190866d315cffca8f30 completed March 29, 2026, 8:13 a.m.
NED2 Entity disambiguation (via description) batch_69c8e04222808190ad04746674f241aa completed March 29, 2026, 8:18 a.m.
Created at: March 27, 2026, 4:06 p.m.