Triple

T12917732

Position	Surface form	Disambiguated ID	Type / Status
Subject	Wang River	`E309029`	entity
Predicate	hasNameInLanguage	`P15`	FINISHED
Object	แม่น้ำวัง แม่น้ำวังเป็นหนึ่งในสี่แม่น้ำสายหลักของภาคเหนือประเทศไทย ไหลผ่านจังหวัดลำปางและตากก่อนจะไปรวมกับแม่น้ำยมและแม่น้ำน่านเป็นแม่น้ำเจ้าพระยา.	`E1008963`	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: แม่น้ำวัง | Statement: [Wang River, hasNameInLanguage, แม่น้ำวัง]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: แม่น้ำวัง
Context triple: [Wang River, hasNameInLanguage, แม่น้ำวัง]

A. แม่น้ำมูล
แม่น้ำมูล เป็นหนึ่งในแม่น้ำสายสำคัญของภาคตะวันออกเฉียงเหนือของประเทศไทย ไหลผ่านหลายจังหวัดก่อนจะไปรวมกับแม่น้ำโขงที่จังหวัดอุบลราชธานี
B. Khlong Sok River
Khlong Sok River is a scenic waterway in southern Thailand known for flowing through the rainforest and limestone karst landscape of Khao Sok National Park.
C. 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.
D. Lam Dom Yai River
The Lam Dom Yai River is a significant waterway in northeastern Thailand that feeds into the Mun River and supports regional agriculture and local communities.
E. Lam Dom Noi River
The Lam Dom Noi River is a significant waterway in northeastern Thailand that feeds into the Mun River and supports local agriculture and communities along its course.
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: แม่น้ำวัง
Triple: [Wang River, hasNameInLanguage, แม่น้ำวัง]

Generated description

แม่น้ำวังเป็นหนึ่งในสี่แม่น้ำสายหลักของภาคเหนือประเทศไทย ไหลผ่านจังหวัดลำปางและตากก่อนจะไปรวมกับแม่น้ำยมและแม่น้ำน่านเป็นแม่น้ำเจ้าพระยา.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: แม่น้ำวัง
Target entity description: แม่น้ำวังเป็นหนึ่งในสี่แม่น้ำสายหลักของภาคเหนือประเทศไทย ไหลผ่านจังหวัดลำปางและตากก่อนจะไปรวมกับแม่น้ำยมและแม่น้ำน่านเป็นแม่น้ำเจ้าพระยา.

A. แม่น้ำมูล
แม่น้ำมูล เป็นหนึ่งในแม่น้ำสายสำคัญของภาคตะวันออกเฉียงเหนือของประเทศไทย ไหลผ่านหลายจังหวัดก่อนจะไปรวมกับแม่น้ำโขงที่จังหวัดอุบลราชธานี
B. Khlong Sok River
Khlong Sok River is a scenic waterway in southern Thailand known for flowing through the rainforest and limestone karst landscape of Khao Sok National Park.
C. 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.
D. Lam Dom Yai River
The Lam Dom Yai River is a significant waterway in northeastern Thailand that feeds into the Mun River and supports regional agriculture and local communities.
E. Lam Dom Noi River
The Lam Dom Noi River is a significant waterway in northeastern Thailand that feeds into the Mun River and supports local agriculture and communities along its course.
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_69d7bdf92b588190acdf2a2291ac4590`	completed	April 9, 2026, 2:55 p.m.
NER	Named-entity recognition	`batch_69d971a1e8088190af697629baecf59f`	completed	April 10, 2026, 9:54 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f6a571a3e48190a32d362adc6eaee2`	completed	May 3, 2026, 1:31 a.m.
NEDg	Description generation	`batch_69f6a66cd21081909283d70e0f5d06cb`	completed	May 3, 2026, 1:35 a.m.
NED2	Entity disambiguation (via description)	`batch_69f6a77ba20081908f72f46f64382fca`	completed	May 3, 2026, 1:40 a.m.

Created at: April 9, 2026, 5:41 p.m.