Triple
T11652235
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Korangi Crossing |
E276931
|
entity |
| Predicate | connectsTo |
P845
|
FINISHED |
| Object | Korangi Industrial Area |
E276924
|
NE FINISHED |
How this triple was built (2 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: Korangi Industrial Area | Statement: [Korangi Crossing, connectsTo, Korangi Industrial Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Korangi Industrial Area Context triple: [Korangi Crossing, connectsTo, Korangi Industrial Area]
-
A.
Korangi Industrial Area
chosen
Korangi Industrial Area is a major industrial and manufacturing hub in Karachi, Pakistan, hosting numerous factories and businesses across diverse sectors.
-
B.
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.
-
C.
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.
-
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.
Kelvin Industrial Estate
Kelvin Industrial Estate is a key industrial and business park located in East Kilbride, Scotland, hosting a range of manufacturing, logistics, and commercial enterprises.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aafbb3c081908a9cdb4ecb8d981d |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a2d01f9c8190849f252f22519550 |
completed | April 10, 2026, 7:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ef82ce2904819094cf5be87fb14fca |
completed | April 27, 2026, 3:37 p.m. |
Created at: April 8, 2026, 9:39 p.m.