Triple
T15323700
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brunei-Muara District |
E366356
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Serasa Industrial Area
Serasa Industrial Area is a key industrial and commercial hub in Brunei’s Brunei-Muara District, hosting various manufacturing, logistics, and port-related facilities.
|
E1150186
|
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: Serasa Industrial Area | Statement: [Brunei-Muara District, contains, Serasa Industrial Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Serasa Industrial Area Context triple: [Brunei-Muara District, contains, Serasa Industrial Area]
-
A.
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.
-
B.
Korangi Industrial Area
Korangi Industrial Area is a major industrial and manufacturing hub in Karachi, Pakistan, hosting numerous factories and businesses across diverse sectors.
-
C.
Landhi Industrial Area
Landhi Industrial Area is a major industrial zone in Karachi, Pakistan, known for its large concentration of manufacturing and processing industries.
-
D.
Rancha-Rancha Industrial Estate
Rancha-Rancha Industrial Estate is a key industrial zone on Labuan Island in Malaysia, hosting various manufacturing and commercial facilities that support the island’s economic activities.
-
E.
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.
- 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: Serasa Industrial Area Triple: [Brunei-Muara District, contains, Serasa Industrial Area]
Generated description
Serasa Industrial Area is a key industrial and commercial hub in Brunei’s Brunei-Muara District, hosting various manufacturing, logistics, and port-related facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Serasa Industrial Area Target entity description: Serasa Industrial Area is a key industrial and commercial hub in Brunei’s Brunei-Muara District, hosting various manufacturing, logistics, and port-related facilities.
-
A.
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.
-
B.
Korangi Industrial Area
Korangi Industrial Area is a major industrial and manufacturing hub in Karachi, Pakistan, hosting numerous factories and businesses across diverse sectors.
-
C.
Landhi Industrial Area
Landhi Industrial Area is a major industrial zone in Karachi, Pakistan, known for its large concentration of manufacturing and processing industries.
-
D.
Rancha-Rancha Industrial Estate
Rancha-Rancha Industrial Estate is a key industrial zone on Labuan Island in Malaysia, hosting various manufacturing and commercial facilities that support the island’s economic activities.
-
E.
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.
- 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_69d85a121520819093dcce999fdefe1a |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03dd5ce0c819093c9a14de549dff6 |
completed | April 16, 2026, 1:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fef8aaef608190bd3ec9fdd215afbb |
completed | May 9, 2026, 9:04 a.m. |
| NEDg | Description generation | batch_69fefa435efc81908c1e88267e745cdd |
completed | May 9, 2026, 9:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fefb2ee9108190b3d8633cc9713c7b |
completed | May 9, 2026, 9:15 a.m. |
Created at: April 10, 2026, 3:16 a.m.