Triple
T12638309
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chachoengsao |
E301822
|
entity |
| Predicate | bordersProvince |
P224
|
FINISHED |
| Object |
Pathum Thani
Pathum Thani is a central Thai province just north of Bangkok, known for its urban expansion, universities, and industrial zones within the Bangkok Metropolitan Region.
|
E1017566
|
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: Pathum Thani | Statement: [Chachoengsao, bordersProvince, Pathum Thani]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pathum Thani Context triple: [Chachoengsao, bordersProvince, Pathum Thani]
-
A.
Udon Thani
Udon Thani is a major city in northeastern Thailand known as a regional commercial and transportation hub near the Lao border.
-
B.
Nakhon Si Thammarat
Nakhon Si Thammarat is a historic coastal city in southern Thailand known for its ancient temples, particularly Wat Phra Mahathat, and its role as a regional cultural and economic center.
-
C.
Nakhon Pathom
Nakhon Pathom is a historic city in central Thailand known for its ancient Mon heritage and the towering Phra Pathom Chedi, one of the tallest Buddhist stupas in the world.
-
D.
Ratchaburi
Ratchaburi is a historic city in western Thailand known for its cultural heritage, traditional pottery, and proximity to famous floating markets.
-
E.
Phatthalung
Phatthalung is a town in southern Thailand that serves as the administrative and cultural center of Phatthalung 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: Pathum Thani Triple: [Chachoengsao, bordersProvince, Pathum Thani]
Generated description
Pathum Thani is a central Thai province just north of Bangkok, known for its urban expansion, universities, and industrial zones within the Bangkok Metropolitan Region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pathum Thani Target entity description: Pathum Thani is a central Thai province just north of Bangkok, known for its urban expansion, universities, and industrial zones within the Bangkok Metropolitan Region.
-
A.
Udon Thani
Udon Thani is a major city in northeastern Thailand known as a regional commercial and transportation hub near the Lao border.
-
B.
Nakhon Si Thammarat
Nakhon Si Thammarat is a historic coastal city in southern Thailand known for its ancient temples, particularly Wat Phra Mahathat, and its role as a regional cultural and economic center.
-
C.
Nakhon Pathom
Nakhon Pathom is a historic city in central Thailand known for its ancient Mon heritage and the towering Phra Pathom Chedi, one of the tallest Buddhist stupas in the world.
-
D.
Ratchaburi
Ratchaburi is a historic city in western Thailand known for its cultural heritage, traditional pottery, and proximity to famous floating markets.
-
E.
Phatthalung
Phatthalung is a town in southern Thailand that serves as the administrative and cultural center of Phatthalung 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_69d7bdec9f9c8190b4bac675b7588211 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d961499de08190bdba66ca40b021be |
completed | April 10, 2026, 8:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6cbb2a1088190974e9736873466d1 |
completed | May 3, 2026, 4:14 a.m. |
| NEDg | Description generation | batch_69f6ce6278e081908864fba1db23ada0 |
completed | May 3, 2026, 4:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6cf547b188190b24c51e06a3b4d3c |
completed | May 3, 2026, 4:30 a.m. |
Created at: April 9, 2026, 5:16 p.m.