Triple
T2880305
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port Qasim |
E56979
|
entity |
| Predicate | nearbyIndustrialArea |
P20649
|
FINISHED |
| Object | Bin Qasim Industrial Zone |
E292895
|
NE FINISHED |
How this triple was built (3 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: Bin Qasim Industrial Zone | Statement: [Port Qasim, nearbyIndustrialArea, Bin Qasim Industrial Zone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bin Qasim Industrial Zone Context triple: [Port Qasim, nearbyIndustrialArea, Bin Qasim Industrial Zone]
-
A.
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.
-
B.
Okhla Industrial Area
Okhla Industrial Area is a major industrial and commercial hub in South Delhi, known for its manufacturing units, offices, and business parks.
-
C.
Jazan Economic City
Jazan Economic City is a major industrial and logistics hub in southwestern Saudi Arabia, developed to diversify the regional economy and support sectors such as heavy industry, energy, and maritime trade.
-
D.
Jinshan Industrial Zone
Jinshan Industrial Zone is a major industrial area in Shanghai known for its concentration of large-scale manufacturing and petrochemical enterprises.
-
E.
Bin Qasim Town
chosen
Bin Qasim Town is a residential and industrial locality in the eastern part of Karachi, Pakistan, known for its proximity to the Port Qasim industrial area.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: nearbyIndustrialArea Context triple: [Port Qasim, nearbyIndustrialArea, Bin Qasim Industrial Zone]
-
A.
hasNearbyIndustry
chosen
Indicates that an entity is located close to one or more industrial facilities or activities.
-
B.
nearbyUrbanCenter
Indicates that one location is geographically close to an urban center, such as a city or large town.
-
C.
hasNearbyLandUse
Indicates that one land area is located close to another area characterized by a specific type of land use.
-
D.
hasIndustrialPark
Indicates that a location or entity possesses or contains an industrial park within its area or jurisdiction.
-
E.
isIndustrialCenter
Indicates that a place functions as a major hub of industrial activity, production, or manufacturing within a region.
- F. None of above.
Provenance (4 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_69ab4a4ced288190ab6d3e062d10f7f6 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abe0296be081908070bd48fe4fc926 |
completed | March 7, 2026, 8:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b055edfd948190ad7433002efa3e53 |
completed | March 10, 2026, 5:33 p.m. |
| PD | Predicate disambiguation | batch_69abdd15cbf08190bf7fea5ea516848a |
completed | March 7, 2026, 8:08 a.m. |
Created at: March 6, 2026, 10:03 p.m.