Triple
T12828926
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saddar commercial area |
E306733
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | central Karachi |
E58505
|
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: central Karachi | Statement: [Saddar commercial area, locatedIn, central Karachi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: central Karachi Context triple: [Saddar commercial area, locatedIn, central Karachi]
-
A.
North Karachi
North Karachi is a major residential and commercial neighborhood in the northern part of Karachi, Pakistan, known for its dense population and mixed urban development.
-
B.
Karachi civic center area
Karachi civic center area is a key administrative and commercial district in Karachi that houses important government offices, public institutions, and transport links.
-
C.
Karachi Central District
chosen
Karachi Central District is an administrative district in the city of Karachi, Pakistan, encompassing several densely populated urban neighborhoods and serving as a key hub of commercial and residential activity.
-
D.
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.
-
E.
Karachi West District
Karachi West District is an administrative district of Karachi, Pakistan, encompassing several densely populated urban and industrial neighborhoods in the western part of the city.
- 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_69d7bdf52b94819096d6f0ba4ab50a98 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96faf9ae481908265e198f917d1e6 |
completed | April 10, 2026, 9:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f68ed6cc9c8190aa66075505b42ec0 |
completed | May 2, 2026, 11:55 p.m. |
Created at: April 9, 2026, 5:34 p.m.