Triple
T6986362
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Numaish Chowrangi |
E161972
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Karachi road network
The Karachi road network is the extensive system of roads, intersections, and thoroughfares that connects and supports transportation across Pakistan’s largest city, Karachi.
|
E633379
|
NE FINISHED |
How this triple was built (4 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 road network | Statement: [Numaish Chowrangi, partOf, Karachi road network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karachi road network Context triple: [Numaish Chowrangi, partOf, Karachi road network]
-
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 Central District
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.
-
C.
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.
-
D.
Karachi East District
Karachi East District is an administrative district of Karachi, Pakistan, encompassing key urban areas including the vicinity of the national founder Muhammad Ali Jinnah’s mausoleum, Mazar-e-Quaid.
-
E.
Karachi South District
Karachi South District is an administrative district of Karachi, Pakistan, encompassing key commercial, historical, and coastal areas of the city.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Karachi road network Triple: [Numaish Chowrangi, partOf, Karachi road network]
Generated description
The Karachi road network is the extensive system of roads, intersections, and thoroughfares that connects and supports transportation across Pakistan’s largest city, Karachi.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karachi road network Target entity description: The Karachi road network is the extensive system of roads, intersections, and thoroughfares that connects and supports transportation across Pakistan’s largest city, 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 Central District
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.
-
C.
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.
-
D.
Karachi East District
Karachi East District is an administrative district of Karachi, Pakistan, encompassing key urban areas including the vicinity of the national founder Muhammad Ali Jinnah’s mausoleum, Mazar-e-Quaid.
-
E.
Karachi South District
Karachi South District is an administrative district of Karachi, Pakistan, encompassing key commercial, historical, and coastal areas of the city.
- F. None of above. chosen
Provenance (5 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_69c68855dc0481909b4c7e9e9ed273db |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6db93c0ac8190a752a633247bb439 |
completed | March 27, 2026, 7:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c761cfda14819088e11889f0151a37 |
completed | March 28, 2026, 5:06 a.m. |
| NEDg | Description generation | batch_69c7630440508190a66f218fd912d732 |
completed | March 28, 2026, 5:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7639747b88190b3429817d53c5703 |
completed | March 28, 2026, 5:13 a.m. |
Created at: March 27, 2026, 2:32 p.m.