Triple
T12898194
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pathum Thani Province |
E308547
|
entity |
| Predicate | hasScienceFacility |
P3987
|
FINISHED |
| Object |
Thailand Science Park
Thailand Science Park is a major national research and development hub in Thailand, hosting numerous technology companies and research institutes to promote innovation and industry–academia collaboration.
|
E1008041
|
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: Thailand Science Park | Statement: [Pathum Thani Province, hasScienceFacility, Thailand Science Park]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thailand Science Park Context triple: [Pathum Thani Province, hasScienceFacility, Thailand Science Park]
-
A.
Bang Phli Industrial Estate
Bang Phli Industrial Estate is a major industrial park in Thailand known for hosting a wide range of manufacturing and logistics facilities near Bangkok.
-
B.
Map Ta Phut Industrial Estate
Map Ta Phut Industrial Estate is one of Thailand’s largest and most important petrochemical and heavy industrial complexes, located on the country’s Eastern Seaboard.
-
C.
Rama VIII Park
Rama VIII Park is a riverside public park in Bangkok, Thailand, known for its green spaces, recreational areas, and views of the adjacent Rama VIII Bridge over the Chao Phraya River.
-
D.
Singapore Science Park
Singapore Science Park is a major research, development, and technology business hub in Singapore that hosts high-tech companies, laboratories, and innovation-focused institutions.
-
E.
Chulalongkorn University Centenary Park
Chulalongkorn University Centenary Park is an urban public park in central Bangkok known for its innovative green infrastructure and flood-mitigation design.
- 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: Thailand Science Park Triple: [Pathum Thani Province, hasScienceFacility, Thailand Science Park]
Generated description
Thailand Science Park is a major national research and development hub in Thailand, hosting numerous technology companies and research institutes to promote innovation and industry–academia collaboration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thailand Science Park Target entity description: Thailand Science Park is a major national research and development hub in Thailand, hosting numerous technology companies and research institutes to promote innovation and industry–academia collaboration.
-
A.
Bang Phli Industrial Estate
Bang Phli Industrial Estate is a major industrial park in Thailand known for hosting a wide range of manufacturing and logistics facilities near Bangkok.
-
B.
Map Ta Phut Industrial Estate
Map Ta Phut Industrial Estate is one of Thailand’s largest and most important petrochemical and heavy industrial complexes, located on the country’s Eastern Seaboard.
-
C.
Rama VIII Park
Rama VIII Park is a riverside public park in Bangkok, Thailand, known for its green spaces, recreational areas, and views of the adjacent Rama VIII Bridge over the Chao Phraya River.
-
D.
Singapore Science Park
Singapore Science Park is a major research, development, and technology business hub in Singapore that hosts high-tech companies, laboratories, and innovation-focused institutions.
-
E.
Chulalongkorn University Centenary Park
Chulalongkorn University Centenary Park is an urban public park in central Bangkok known for its innovative green infrastructure and flood-mitigation design.
- 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_69d7bdf7c1f0819098102569a8d8cbf5 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9717f3fc48190b61c8f6f36cd0725 |
completed | April 10, 2026, 9:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6a55f98c08190b8910b1443841fa7 |
completed | May 3, 2026, 1:31 a.m. |
| NEDg | Description generation | batch_69f6a6179cdc8190976daa1384032445 |
completed | May 3, 2026, 1:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6a6cbec348190a96a0194b2d6be4b |
completed | May 3, 2026, 1:37 a.m. |
Created at: April 9, 2026, 5:40 p.m.