Triple
T12288642
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bin Qasim Town |
E292895
|
entity |
| Predicate | hasNearby |
P350
|
FINISHED |
| Object | Port Qasim industrial area |
E56979
|
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: Port Qasim industrial area | Statement: [Bin Qasim Town, hasNearby, Port Qasim industrial area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Port Qasim industrial area Context triple: [Bin Qasim Town, hasNearby, Port Qasim industrial area]
-
A.
Port Qasim
chosen
Port Qasim is Pakistan’s second-busiest deep-sea commercial port and a major industrial and shipping hub located near Karachi on the Arabian Sea.
-
B.
Sindh Industrial and Trading Estate
Sindh Industrial and Trading Estate is a major planned industrial zone in Sindh, Pakistan, established to promote manufacturing and commercial activities through dedicated infrastructure and facilities.
-
C.
Karachi industrial belt
The Karachi industrial belt is a major manufacturing and commercial corridor in Karachi, Pakistan, encompassing multiple industrial zones that drive much of the city's and country's industrial output.
-
D.
Ras Al Khair Industrial City
Ras Al Khair Industrial City is a major Saudi industrial hub on the Arabian Gulf, known for its large-scale mining, minerals processing, and maritime industries.
-
E.
Karachi Fish Harbour
Karachi Fish Harbour is a major fishing port and seafood market complex in Karachi, Pakistan, serving as a central hub for the city’s marine fishing industry.
- 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_69d6ab690ad081908c0ed3870ec82d53 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91d21692481908c97edc3d602f1d5 |
completed | April 10, 2026, 3:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62a995c508190b7ef77e400d03f87 |
completed | May 2, 2026, 4:47 p.m. |
Created at: April 8, 2026, 9:52 p.m.