Triple
T2695673
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karachi Central District |
E58505
|
entity |
| Predicate | containsAdministrativeTerritorialEntity |
P747
|
FINISHED |
| Object |
Gulberg Town
Gulberg Town is a residential and commercial neighborhood and former administrative subdivision located in the central part of Karachi, Pakistan.
|
E58505
|
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: Gulberg Town | Statement: [Karachi Central District, containsAdministrativeTerritorialEntity, Gulberg Town]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gulberg Town Context triple: [Karachi Central District, containsAdministrativeTerritorialEntity, Gulberg Town]
-
A.
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.
-
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 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.
-
D.
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.
-
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: Gulberg Town Triple: [Karachi Central District, containsAdministrativeTerritorialEntity, Gulberg Town]
Generated description
Gulberg Town is a residential and commercial neighborhood and former administrative subdivision located in the central part of Karachi, Pakistan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gulberg Town Target entity description: Gulberg Town is a residential and commercial neighborhood and former administrative subdivision located in the central part of Karachi, Pakistan.
-
A.
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.
-
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 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.
-
D.
Karachi Central District
chosen
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.
-
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.
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_69ab4ac269e481909cb317d79e68b75b |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abda2f7bf88190a1e3103dd014d871 |
completed | March 7, 2026, 7:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afaf6aa78c8190b57be36042008361 |
completed | March 10, 2026, 5:43 a.m. |
| NEDg | Description generation | batch_69afb01b48508190a9b668a7273ad422 |
completed | March 10, 2026, 5:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb09133788190862d4b24d77facc0 |
completed | March 10, 2026, 5:48 a.m. |
Created at: March 6, 2026, 9:55 p.m.