Triple
T10792876
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kulim |
E254626
|
entity |
| Predicate | hasIndustrialArea |
P40
|
FINISHED |
| Object |
Kulim Hi-Tech Park
Kulim Hi-Tech Park is a major high-technology industrial park in Malaysia known for hosting electronics, semiconductor, and advanced manufacturing companies.
|
E885420
|
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 | Statement: [Kulim, hasIndustrialArea, Kulim Hi-Tech Park]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kulim Hi-Tech Park Context triple: [Kulim, hasIndustrialArea, Kulim Hi-Tech Park]
-
A.
Cyberjaya
Cyberjaya is a planned smart city in Malaysia known as a major technology and innovation hub, hosting numerous IT companies, startups, and educational institutions.
-
B.
Taman Skudai Baru
Taman Skudai Baru is a residential neighborhood located in the Skudai area of Johor, Malaysia.
-
C.
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.
-
D.
Tuas Biomedical Park
Tuas Biomedical Park is a specialized industrial estate in Singapore designed to host and support pharmaceutical and biomedical manufacturing facilities.
-
E.
Tanjung Langsat Industrial Complex
Tanjung Langsat Industrial Complex is a major industrial and logistics hub in Johor, Malaysia, known for its petrochemical, maritime, and heavy industries.
- 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 Triple: [Kulim, hasIndustrialArea, Kulim Hi-Tech Park]
Generated description
Kulim Hi-Tech Park is a major high-technology industrial park in Malaysia known for hosting electronics, semiconductor, and advanced manufacturing companies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kulim Hi-Tech Park Target entity description: Kulim Hi-Tech Park is a major high-technology industrial park in Malaysia known for hosting electronics, semiconductor, and advanced manufacturing companies.
-
A.
Cyberjaya
Cyberjaya is a planned smart city in Malaysia known as a major technology and innovation hub, hosting numerous IT companies, startups, and educational institutions.
-
B.
Taman Skudai Baru
Taman Skudai Baru is a residential neighborhood located in the Skudai area of Johor, Malaysia.
-
C.
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.
-
D.
Tuas Biomedical Park
Tuas Biomedical Park is a specialized industrial estate in Singapore designed to host and support pharmaceutical and biomedical manufacturing facilities.
-
E.
Tanjung Langsat Industrial Complex
Tanjung Langsat Industrial Complex is a major industrial and logistics hub in Johor, Malaysia, known for its petrochemical, maritime, and heavy industries.
- 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.