Triple
T9866932
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kuantan |
E239855
|
entity |
| Predicate | hasIndustrialArea |
P40
|
FINISHED |
| Object |
Gebeng Industrial Area
Gebeng Industrial Area is a major industrial hub near Kuantan in Malaysia, known for its heavy industries, petrochemical plants, and large-scale manufacturing facilities.
|
E825858
|
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: Gebeng Industrial Area | Statement: [Kuantan, hasIndustrialArea, Gebeng Industrial Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gebeng Industrial Area Context triple: [Kuantan, hasIndustrialArea, Gebeng Industrial Area]
-
A.
Korangi Industrial Area
Korangi Industrial Area is a major industrial and manufacturing hub in Karachi, Pakistan, hosting numerous factories and businesses across diverse sectors.
-
B.
Landhi Industrial Area
Landhi Industrial Area is a major industrial zone in Karachi, Pakistan, known for its large concentration of manufacturing and processing industries.
-
C.
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.
-
D.
Sikka industrial area
Sikka industrial area is a major industrial hub in Gujarat, India, known for its petroleum refineries and port-based industries along the Gulf of Kutch.
-
E.
Amata City Industrial Estate
Amata City Industrial Estate is a major industrial park in Thailand’s Eastern Economic Corridor that hosts numerous manufacturing and logistics facilities for both domestic and international companies.
- 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: Gebeng Industrial Area Triple: [Kuantan, hasIndustrialArea, Gebeng Industrial Area]
Generated description
Gebeng Industrial Area is a major industrial hub near Kuantan in Malaysia, known for its heavy industries, petrochemical plants, and large-scale manufacturing facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gebeng Industrial Area Target entity description: Gebeng Industrial Area is a major industrial hub near Kuantan in Malaysia, known for its heavy industries, petrochemical plants, and large-scale manufacturing facilities.
-
A.
Korangi Industrial Area
Korangi Industrial Area is a major industrial and manufacturing hub in Karachi, Pakistan, hosting numerous factories and businesses across diverse sectors.
-
B.
Landhi Industrial Area
Landhi Industrial Area is a major industrial zone in Karachi, Pakistan, known for its large concentration of manufacturing and processing industries.
-
C.
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.
-
D.
Sikka industrial area
Sikka industrial area is a major industrial hub in Gujarat, India, known for its petroleum refineries and port-based industries along the Gulf of Kutch.
-
E.
Amata City Industrial Estate
Amata City Industrial Estate is a major industrial park in Thailand’s Eastern Economic Corridor that hosts numerous manufacturing and logistics facilities for both domestic and international companies.
- 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_69ca84e7506c819095cbde4ff16512bb |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3d209ac8190b9bc9ff017a132da |
completed | April 2, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1e4544d008190a70ec0d490da8ef2 |
completed | April 5, 2026, 4:25 a.m. |
| NEDg | Description generation | batch_69d1e5204f748190b1f56ee5469828a2 |
completed | April 5, 2026, 4:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1e598243481909278cb3c911ce3db |
completed | April 5, 2026, 4:31 a.m. |
Created at: March 30, 2026, 8:36 p.m.