Triple
T8838624
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sepang |
E210329
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Bukit Beruntung Industrial Area (if applicable, uncertain)
Bukit Beruntung Industrial Area is an industrial zone in Selangor, Malaysia, known for hosting various manufacturing and logistics facilities.
|
E761392
|
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: Bukit Beruntung Industrial Area (if applicable, uncertain) | Statement: [Sepang, contains, Bukit Beruntung Industrial Area (if applicable, uncertain)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bukit Beruntung Industrial Area (if applicable, uncertain) Context triple: [Sepang, contains, Bukit Beruntung Industrial Area (if applicable, uncertain)]
-
A.
Hidd industrial area
Hidd industrial area is a major industrial and logistics hub in Bahrain, hosting manufacturing facilities, warehouses, and related infrastructure on the island of Hidd.
-
B.
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.
-
C.
Bukom area
Bukom area is a historic coastal neighborhood in Accra, Ghana, renowned as a traditional Ga community and a cradle of many of the country’s most famous boxers.
-
D.
Landhi Industrial Area
Landhi Industrial Area is a major industrial zone in Karachi, Pakistan, known for its large concentration of manufacturing and processing industries.
-
E.
Bompai industrial estate
Bompai industrial estate is a major industrial hub in Kano, Nigeria, hosting numerous manufacturing and commercial enterprises.
- 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: Bukit Beruntung Industrial Area (if applicable, uncertain) Triple: [Sepang, contains, Bukit Beruntung Industrial Area (if applicable, uncertain)]
Generated description
Bukit Beruntung Industrial Area is an industrial zone in Selangor, Malaysia, known for hosting various manufacturing and logistics facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bukit Beruntung Industrial Area (if applicable, uncertain) Target entity description: Bukit Beruntung Industrial Area is an industrial zone in Selangor, Malaysia, known for hosting various manufacturing and logistics facilities.
-
A.
Hidd industrial area
Hidd industrial area is a major industrial and logistics hub in Bahrain, hosting manufacturing facilities, warehouses, and related infrastructure on the island of Hidd.
-
B.
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.
-
C.
Bukom area
Bukom area is a historic coastal neighborhood in Accra, Ghana, renowned as a traditional Ga community and a cradle of many of the country’s most famous boxers.
-
D.
Landhi Industrial Area
Landhi Industrial Area is a major industrial zone in Karachi, Pakistan, known for its large concentration of manufacturing and processing industries.
-
E.
Bompai industrial estate
Bompai industrial estate is a major industrial hub in Kano, Nigeria, hosting numerous manufacturing and commercial enterprises.
- 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_69ca8388549c819095fd94eadefbb007 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc606c60ac8190b2b6bd7f042c02f8 |
completed | April 1, 2026, 12:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf89933e8c81909672bcec70f7d5ce |
completed | April 3, 2026, 9:34 a.m. |
| NEDg | Description generation | batch_69cf8bb6d7dc8190a91864130513fa4e |
completed | April 3, 2026, 9:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf8ca3e2788190a33fb28132944759 |
completed | April 3, 2026, 9:47 a.m. |
Created at: March 30, 2026, 6:48 p.m.