Triple
T7559748
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eastern Seaboard of Thailand |
E178763
|
entity |
| Predicate | hasIndustrialEstate |
P13026
|
FINISHED |
| Object |
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.
|
E673617
|
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: Map Ta Phut Industrial Estate | Statement: [Eastern Seaboard of Thailand, hasIndustrialEstate, Map Ta Phut Industrial Estate]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Map Ta Phut Industrial Estate Context triple: [Eastern Seaboard of Thailand, hasIndustrialEstate, Map Ta Phut Industrial Estate]
-
A.
Amata Industrial Park
Amata Industrial Park is a major industrial and manufacturing hub located in Biên Hòa, Vietnam, hosting numerous domestic and foreign-invested enterprises.
-
B.
Rai Industrial Estate
Rai Industrial Estate is a major industrial hub in Haryana, India, hosting a wide range of manufacturing and commercial units.
-
C.
Sasang Industrial Complex
Sasang Industrial Complex is a major manufacturing and logistics hub in Busan, South Korea, housing a dense concentration of factories and industrial facilities.
-
D.
Linh Trung Export Processing Zone
Linh Trung Export Processing Zone is a major industrial and export-processing hub in Thu Duc City, Ho Chi Minh City, hosting numerous manufacturing and foreign-invested enterprises.
-
E.
Uluberia Industrial Park
Uluberia Industrial Park is a designated industrial hub in Uluberia, West Bengal, developed to host manufacturing and commercial units with supporting infrastructure and services.
- 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: Map Ta Phut Industrial Estate Triple: [Eastern Seaboard of Thailand, hasIndustrialEstate, Map Ta Phut Industrial Estate]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Map Ta Phut Industrial Estate Target entity description: 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.
-
A.
Amata Industrial Park
Amata Industrial Park is a major industrial and manufacturing hub located in Biên Hòa, Vietnam, hosting numerous domestic and foreign-invested enterprises.
-
B.
Rai Industrial Estate
Rai Industrial Estate is a major industrial hub in Haryana, India, hosting a wide range of manufacturing and commercial units.
-
C.
Sasang Industrial Complex
Sasang Industrial Complex is a major manufacturing and logistics hub in Busan, South Korea, housing a dense concentration of factories and industrial facilities.
-
D.
Linh Trung Export Processing Zone
Linh Trung Export Processing Zone is a major industrial and export-processing hub in Thu Duc City, Ho Chi Minh City, hosting numerous manufacturing and foreign-invested enterprises.
-
E.
Uluberia Industrial Park
Uluberia Industrial Park is a designated industrial hub in Uluberia, West Bengal, developed to host manufacturing and commercial units with supporting infrastructure and services.
- 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_69c69f2da22c8190a50942ac20af70e8 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f8dd96488190b4cca25ae8f7f95c |
completed | March 27, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c856cc869081909555ae03dec52288 |
completed | March 28, 2026, 10:31 p.m. |
| NEDg | Description generation | batch_69c85765d1f48190b171ff87a15c5b74 |
completed | March 28, 2026, 10:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8580963748190b81bd7437259da28 |
completed | March 28, 2026, 10:36 p.m. |
Created at: March 27, 2026, 3:50 p.m.