Triple
T9345864
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bang Pakong River |
E224887
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
Bang Pakong District
Bang Pakong District is an administrative district in Chachoengsao Province in eastern Thailand, known for its industrial zones and proximity to the Gulf of Thailand.
|
E793011
|
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: Bang Pakong District | Statement: [Bang Pakong River, locatedNear, Bang Pakong District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bang Pakong District Context triple: [Bang Pakong River, locatedNear, Bang Pakong District]
-
A.
Khong Chiam District
Khong Chiam District is a district in Ubon Ratchathani Province in northeastern Thailand, known for its scenic river landscapes and position at the confluence of the Mun and Mekong Rivers.
-
B.
San Kamphaeng District
San Kamphaeng District is an administrative district in northern Thailand known for its traditional handicrafts, hot springs, and proximity to the city of Chiang Mai.
-
C.
Sattahip District
Sattahip District is a coastal district in Chonburi Province, Thailand, known for its naval base, beaches, and proximity to major tourist destinations like Pattaya.
-
D.
Ban Tak District
Ban Tak District is an administrative district (amphoe) in northern Thailand known for its rural communities and location within Tak Province.
-
E.
Umphang District
Umphang District is a remote mountainous district in western Thailand renowned for its forests, waterfalls such as Thi Lo Su, and its location near the Myanmar border.
- 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: Bang Pakong District Triple: [Bang Pakong River, locatedNear, Bang Pakong District]
Generated description
Bang Pakong District is an administrative district in Chachoengsao Province in eastern Thailand, known for its industrial zones and proximity to the Gulf of Thailand.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bang Pakong District Target entity description: Bang Pakong District is an administrative district in Chachoengsao Province in eastern Thailand, known for its industrial zones and proximity to the Gulf of Thailand.
-
A.
Khong Chiam District
Khong Chiam District is a district in Ubon Ratchathani Province in northeastern Thailand, known for its scenic river landscapes and position at the confluence of the Mun and Mekong Rivers.
-
B.
San Kamphaeng District
San Kamphaeng District is an administrative district in northern Thailand known for its traditional handicrafts, hot springs, and proximity to the city of Chiang Mai.
-
C.
Sattahip District
Sattahip District is a coastal district in Chonburi Province, Thailand, known for its naval base, beaches, and proximity to major tourist destinations like Pattaya.
-
D.
Ban Tak District
Ban Tak District is an administrative district (amphoe) in northern Thailand known for its rural communities and location within Tak Province.
-
E.
Umphang District
Umphang District is a remote mountainous district in western Thailand renowned for its forests, waterfalls such as Thi Lo Su, and its location near the Myanmar border.
- 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_69ca842993248190a79ab06968994b86 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd4f0e2ccc8190a68f1c96c0886660 |
completed | April 1, 2026, 4:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0e41ccdcc8190b2939716984b2c7b |
completed | April 4, 2026, 10:12 a.m. |
| NEDg | Description generation | batch_69d0e5752a38819089b23ac52f0a6a39 |
completed | April 4, 2026, 10:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0e64cb4dc81908cef7d729d9cfb4d |
completed | April 4, 2026, 10:22 a.m. |
Created at: March 30, 2026, 7:41 p.m.