Triple
T10792897
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kulim |
E254626
|
entity |
| Predicate | hasEconomicZone |
P6793
|
FINISHED |
| Object |
Kulim Hi-Tech Park free industrial zone
Kulim Hi-Tech Park free industrial zone is a Malaysian high-technology industrial hub in Kulim, Kedah, known for hosting electronics, semiconductor, and advanced manufacturing companies within a dedicated free industrial zone.
|
E885424
|
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: Kulim Hi-Tech Park free industrial zone | Statement: [Kulim, hasEconomicZone, Kulim Hi-Tech Park free industrial zone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kulim Hi-Tech Park free industrial zone Context triple: [Kulim, hasEconomicZone, Kulim Hi-Tech Park free industrial zone]
-
A.
EJIP Industrial Park
EJIP Industrial Park is a major planned industrial estate in Bekasi, Indonesia, hosting numerous multinational manufacturing and electronics companies.
-
B.
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.
-
C.
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.
-
D.
New Taipei Industrial Parks
New Taipei Industrial Parks are key industrial zones in New Taipei City that host a concentration of manufacturing and technology-based enterprises supporting the region’s economic development.
-
E.
Batam–Bintan–Karimun Free Trade Zone
The Batam–Bintan–Karimun Free Trade Zone is an Indonesian special economic area near Singapore designed to promote export-oriented manufacturing, logistics, and investment across the islands of Batam, Bintan, and Karimun.
- 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: Kulim Hi-Tech Park free industrial zone Triple: [Kulim, hasEconomicZone, Kulim Hi-Tech Park free industrial zone]
Generated description
Kulim Hi-Tech Park free industrial zone is a Malaysian high-technology industrial hub in Kulim, Kedah, known for hosting electronics, semiconductor, and advanced manufacturing companies within a dedicated free industrial zone.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kulim Hi-Tech Park free industrial zone Target entity description: Kulim Hi-Tech Park free industrial zone is a Malaysian high-technology industrial hub in Kulim, Kedah, known for hosting electronics, semiconductor, and advanced manufacturing companies within a dedicated free industrial zone.
-
A.
EJIP Industrial Park
EJIP Industrial Park is a major planned industrial estate in Bekasi, Indonesia, hosting numerous multinational manufacturing and electronics companies.
-
B.
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.
-
C.
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.
-
D.
New Taipei Industrial Parks
New Taipei Industrial Parks are key industrial zones in New Taipei City that host a concentration of manufacturing and technology-based enterprises supporting the region’s economic development.
-
E.
Batam–Bintan–Karimun Free Trade Zone
The Batam–Bintan–Karimun Free Trade Zone is an Indonesian special economic area near Singapore designed to promote export-oriented manufacturing, logistics, and investment across the islands of Batam, Bintan, and Karimun.
- 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_69d6aa609f008190a294200aefcb7bd5 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d732f7ad408190af4727dd9d459498 |
completed | April 9, 2026, 5:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de564748ac8190beaaea44bb2d95ed |
completed | April 14, 2026, 2:59 p.m. |
| NEDg | Description generation | batch_69de5eae7ab88190a0c512cfe61e3458 |
completed | April 14, 2026, 3:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de60907e1081908405b6d71adbd388 |
completed | April 14, 2026, 3:43 p.m. |
Created at: April 8, 2026, 9:17 p.m.