Triple
T12441195
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hua Mak station |
E297273
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Hua Mak
Hua Mak is a subdistrict in Bangkok, Thailand, known for its residential areas, educational institutions, and transport links including the Hua Mak railway station.
|
E984337
|
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 | Statement: [Hua Mak station, locatedIn, Hua Mak]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hua Mak Context triple: [Hua Mak station, locatedIn, Hua Mak]
-
A.
Boon Hua
Boon Hua is the given name of Ong Boon Hua, better known as Chin Peng, the former leader of the Malayan Communist Party.
-
B.
Ko Hin Daeng
Ko Hin Daeng is a small, rocky islet in southern Thailand renowned among divers for its vibrant coral reefs and rich marine life.
-
C.
Makha Bucha
Makha Bucha is a major Buddhist holy day, primarily observed in Thailand, commemorating the Buddha’s teachings and a historic gathering of his disciples.
-
D.
Wihan Lai Kham
Wihan Lai Kham is a renowned Lanna-style ordination hall in Chiang Mai, Thailand, celebrated for its exquisite murals and traditional northern Thai architecture.
-
E.
Nong Yai
Nong Yai is a district-level locality in Thailand known for its rural communities and agricultural landscape within Chonburi Province.
- 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 Triple: [Hua Mak station, locatedIn, Hua Mak]
Generated description
Hua Mak is a subdistrict in Bangkok, Thailand, known for its residential areas, educational institutions, and transport links including the Hua Mak railway station.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hua Mak Target entity description: Hua Mak is a subdistrict in Bangkok, Thailand, known for its residential areas, educational institutions, and transport links including the Hua Mak railway station.
-
A.
Boon Hua
Boon Hua is the given name of Ong Boon Hua, better known as Chin Peng, the former leader of the Malayan Communist Party.
-
B.
Ko Hin Daeng
Ko Hin Daeng is a small, rocky islet in southern Thailand renowned among divers for its vibrant coral reefs and rich marine life.
-
C.
Makha Bucha
Makha Bucha is a major Buddhist holy day, primarily observed in Thailand, commemorating the Buddha’s teachings and a historic gathering of his disciples.
-
D.
Wihan Lai Kham
Wihan Lai Kham is a renowned Lanna-style ordination hall in Chiang Mai, Thailand, celebrated for its exquisite murals and traditional northern Thai architecture.
-
E.
Nong Yai
Nong Yai is a district-level locality in Thailand known for its rural communities and agricultural landscape within Chonburi Province.
- 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.