Triple
T12190348
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal B Area |
E290444
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object | Gulberg Town area |
E964451
|
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: Gulberg Town area | Statement: [Federal B Area, borderedBy, Gulberg Town area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gulberg Town area Context triple: [Federal B Area, borderedBy, Gulberg Town area]
-
A.
Gulberg Town
chosen
Gulberg Town is a residential and commercial locality in Karachi, Pakistan, known for its dense urban neighborhoods and bustling markets.
-
B.
Gulshan-e-Iqbal Town
Gulshan-e-Iqbal Town is a major residential and commercial neighborhood in Karachi, Pakistan, known for its educational institutions, parks, and busy urban centers.
-
C.
Shah Faisal Colony
Shah Faisal Colony is a densely populated residential and commercial neighborhood in Karachi, Pakistan, known for its urban bustle and diverse working-class community.
-
D.
Peshawar Road area
Peshawar Road area is a prominent residential and commercial locality in Rawalpindi Cantonment, known for its major roadway connectivity and mixed urban development.
-
E.
Malir Cantonment
Malir Cantonment is a major military garrison and residential area located in the eastern part of Karachi, Pakistan.
- 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_69d6ab64de5881908d56eb7a75c6cc69 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91c5340248190b79379423f3a3ca1 |
completed | April 10, 2026, 3:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62a88b3b08190aef789b1965bbe80 |
completed | May 2, 2026, 4:47 p.m. |
Created at: April 8, 2026, 9:50 p.m.