Triple
T9942100
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chonburi Province |
E194107
|
entity |
| Predicate | containsIndustrialArea |
P13026
|
FINISHED |
| Object | Laem Chabang Industrial Estate |
E200481
|
NE FINISHED |
How this triple was built (2 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: Laem Chabang Industrial Estate | Statement: [Chonburi Province, containsIndustrialArea, Laem Chabang Industrial Estate]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laem Chabang Industrial Estate Context triple: [Chonburi Province, containsIndustrialArea, Laem Chabang Industrial Estate]
-
A.
Laem Chabang
chosen
Laem Chabang is Thailand’s largest deep-sea commercial port and a major hub for maritime trade in Southeast Asia.
-
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.
Chachoengsao
Chachoengsao is a province in eastern Thailand known for its historic temples, agricultural landscape, and proximity to Bangkok and major transport hubs.
-
D.
Thilawa Special Economic Zone
Thilawa Special Economic Zone is a major industrial and logistics hub in Myanmar designed to attract foreign investment and boost export-oriented manufacturing near Yangon.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca82e409348190a393777356b80a2a |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb610905c81909d669265c92021a5 |
completed | April 2, 2026, 12:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d22911a9ac81909caa2afb30e4860b |
completed | April 5, 2026, 9:19 a.m. |
Created at: March 30, 2026, 8:44 p.m.