Triple
T15638939
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Institute of Business Administration (IBA Karachi) |
E376016
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Karachi, Sindh, Pakistan |
E7147
|
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: Karachi, Sindh, Pakistan | Statement: [Institute of Business Administration (IBA Karachi), locatedIn, Karachi, Sindh, Pakistan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karachi, Sindh, Pakistan Context triple: [Institute of Business Administration (IBA Karachi), locatedIn, Karachi, Sindh, Pakistan]
-
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.
Hyderabad, Sindh
Hyderabad, Sindh is a major city in southeastern Pakistan known for its historical role as a regional capital and its rich Sindhi cultural and architectural heritage.
-
D.
Karachi
chosen
Karachi is Pakistan’s sprawling economic hub and major port city on the Arabian Sea, known for its diverse population and central role in the country’s finance, industry, and culture.
-
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_69d85cd035a48190b73d5579ab73969a |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04ed06b388190bfebb77fe70e7df1 |
completed | April 16, 2026, 2:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff5f4b693c81908fd324a5e92fc23c |
completed | May 9, 2026, 4:22 p.m. |
Created at: April 10, 2026, 4:14 a.m.