Triple

T12441194
Position Surface form Disambiguated ID Type / Status
Subject Hua Mak station E297273 entity
Predicate serves P98 FINISHED
Object Hua Mak area
Hua Mak area is a neighborhood in eastern Bangkok known for its residential communities, educational institutions, and transport links including the Hua Mak station.
 E984336 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: Hua Mak area | Statement: [Hua Mak station, serves, Hua Mak area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hua Mak area
Context triple: [Hua Mak station, serves, Hua Mak area]
  • A. Tiyan area
    The Tiyan area is a district on the island of Guam that includes the former Naval Air Station and now hosts commercial, governmental, and aviation-related facilities.
  • B. Talat Sao area
    The Talat Sao area is a central commercial district in Vientiane, Laos, known for its bustling morning market, shopping centers, and proximity to key city landmarks.
  • C. Chaisang District
    Chaisang District is an administrative district under the jurisdiction of Jiujiang City in Jiangxi Province, China, known for its location along the Yangtze River and its historical significance.
  • D. Trang Tien area
    Trang Tien area is a central commercial and cultural neighborhood in Hanoi known for its historic architecture, upscale shops, and proximity to Hoàn Kiếm Lake.
  • E. Mae Sariang District
    Mae Sariang District is an administrative district in northwestern Thailand known for its mountainous landscapes, riverside town, and diverse ethnic communities.
  • 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: Hua Mak area
Triple: [Hua Mak station, serves, Hua Mak area]
Generated description
Hua Mak area is a neighborhood in eastern Bangkok known for its residential communities, educational institutions, and transport links including the Hua Mak station.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hua Mak area
Target entity description: Hua Mak area is a neighborhood in eastern Bangkok known for its residential communities, educational institutions, and transport links including the Hua Mak station.
  • A. Tiyan area
    The Tiyan area is a district on the island of Guam that includes the former Naval Air Station and now hosts commercial, governmental, and aviation-related facilities.
  • B. Talat Sao area
    The Talat Sao area is a central commercial district in Vientiane, Laos, known for its bustling morning market, shopping centers, and proximity to key city landmarks.
  • C. Chaisang District
    Chaisang District is an administrative district under the jurisdiction of Jiujiang City in Jiangxi Province, China, known for its location along the Yangtze River and its historical significance.
  • D. Trang Tien area
    Trang Tien area is a central commercial and cultural neighborhood in Hanoi known for its historic architecture, upscale shops, and proximity to Hoàn Kiếm Lake.
  • E. Mae Sariang District
    Mae Sariang District is an administrative district in northwestern Thailand known for its mountainous landscapes, riverside town, and diverse ethnic communities.
  • 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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d8ecb6c8190a19cbf9de31cabbd completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f0ea1e48190a11cf94797290156 completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f64010a1348190afaf7b95b8f146b5 completed May 2, 2026, 6:18 p.m.
NED2 Entity disambiguation (via description) batch_69f640c33d948190ad8f9885f90786d7 completed May 2, 2026, 6:21 p.m.
Created at: April 8, 2026, 9:55 p.m.