Triple
T7680129
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karachi East District |
E173969
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
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.
|
E680897
|
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: Gulshan-e-Iqbal Town | Statement: [Karachi East District, contains, Gulshan-e-Iqbal Town]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gulshan-e-Iqbal Town Context triple: [Karachi East District, contains, Gulshan-e-Iqbal 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.
Malir Cantonment
Malir Cantonment is a major military garrison and residential area located in the eastern part of Karachi, Pakistan.
-
C.
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.
-
D.
Bilal Town
Bilal Town is a residential suburb of Abbottabad, Pakistan, internationally known as the neighborhood where Osama bin Laden was found and killed by U.S. forces in 2011.
-
E.
Mirpur Khas
Mirpur Khas is a major city in southeastern Pakistan known for its agricultural economy, particularly mango production, and its role as a regional commercial center.
- 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: Gulshan-e-Iqbal Town Triple: [Karachi East District, contains, Gulshan-e-Iqbal Town]
Generated description
Gulshan-e-Iqbal Town is a major residential and commercial neighborhood in Karachi, Pakistan, known for its educational institutions, parks, and busy urban centers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gulshan-e-Iqbal Town Target entity description: Gulshan-e-Iqbal Town is a major residential and commercial neighborhood in Karachi, Pakistan, known for its educational institutions, parks, and busy urban centers.
-
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.
Malir Cantonment
Malir Cantonment is a major military garrison and residential area located in the eastern part of Karachi, Pakistan.
-
C.
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.
-
D.
Bilal Town
Bilal Town is a residential suburb of Abbottabad, Pakistan, internationally known as the neighborhood where Osama bin Laden was found and killed by U.S. forces in 2011.
-
E.
Mirpur Khas
Mirpur Khas is a major city in southeastern Pakistan known for its agricultural economy, particularly mango production, and its role as a regional commercial center.
- 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_69c6995703e0819081de77361b602e78 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c701ffc1fc8190bc9c2b1f3bb37f0d |
completed | March 27, 2026, 10:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8a24de3a48190a92009b6092b09d0 |
completed | March 29, 2026, 3:53 a.m. |
| NEDg | Description generation | batch_69c8a30d3fac8190bec7e2748bc8f17e |
completed | March 29, 2026, 3:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8a3d2e660819099f90a9e43310381 |
completed | March 29, 2026, 4 a.m. |
Created at: March 27, 2026, 4:01 p.m.