Triple
T11781164
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Landhi Industrial Area |
E280148
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
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.
|
E951360
|
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 industrial belt | Statement: [Landhi Industrial Area, partOf, Karachi industrial belt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karachi industrial belt Context triple: [Landhi Industrial Area, partOf, Karachi industrial belt]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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 industrial belt Triple: [Landhi Industrial Area, partOf, Karachi industrial belt]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karachi industrial belt Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69d6ab01d2688190ad8ed6bda487eaa5 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a5623f708190a18aea570577a3f6 |
completed | April 10, 2026, 7:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f280e9e20081909ccb09a2144a68b4 |
completed | April 29, 2026, 10:06 p.m. |
| NEDg | Description generation | batch_69f28a8e64ac8190ba7637fd00e024bd |
completed | April 29, 2026, 10:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f28d4e341c8190abc8febc3b26a617 |
completed | April 29, 2026, 10:59 p.m. |
Created at: April 8, 2026, 9:42 p.m.