Triple
T12190301
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liaquatabad Town |
E290443
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object | Gulshan-e-Iqbal Town |
E680897
|
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: Gulshan-e-Iqbal Town | Statement: [Liaquatabad Town, borderedBy, Gulshan-e-Iqbal Town]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gulshan-e-Iqbal Town Context triple: [Liaquatabad Town, borderedBy, Gulshan-e-Iqbal Town]
-
A.
Gulshan-e-Iqbal Town
chosen
Gulshan-e-Iqbal Town is a major residential and commercial neighborhood in Karachi, Pakistan, known for its educational institutions, parks, and busy urban centers.
-
B.
Gulberg Town
Gulberg Town is a residential and commercial locality in Karachi, Pakistan, known for its dense urban neighborhoods and bustling markets.
-
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.
Malir Cantonment
Malir Cantonment is a major military garrison and residential area located in the eastern part of Karachi, Pakistan.
-
E.
Saddar Town
Saddar Town is a central, densely populated urban area of Karachi known for its historic markets, colonial-era architecture, and major commercial and administrative centers.
- 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_69f60a8d24508190b0a60ca76d775b1e |
completed | May 2, 2026, 2:30 p.m. |
Created at: April 8, 2026, 9:50 p.m.