Triple
T2554066
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Korangi District |
E56692
|
entity |
| Predicate | hasNeighborhood |
P40
|
FINISHED |
| Object |
Korangi Town
Korangi Town is a residential and industrial neighborhood in Karachi, Pakistan, known for its dense population and manufacturing zones.
|
E56692
|
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: Korangi Town | Statement: [Korangi District, hasNeighborhood, Korangi Town]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Korangi Town Context triple: [Korangi District, hasNeighborhood, Korangi Town]
-
A.
Korangi District
Korangi District is an administrative district in the southeastern part of Karachi, Pakistan, known for its large industrial zones and densely populated residential areas.
-
B.
Merbein
Merbein is a small rural town in northwestern Victoria, Australia, known for its irrigated agriculture and position within the Sunraysia fruit-growing region along the Murray River.
-
C.
Isa Town
Isa Town is a residential and commercial town in central Bahrain known for its markets, schools, and mixed local and expatriate community.
-
D.
King’s Town
King’s Town is the former name of Kingston, the capital and largest city of Jamaica.
-
E.
Onehunga
Onehunga is a suburb of Auckland, New Zealand, known for its diverse multicultural community and strong Pacific Island, particularly Tongan, presence.
- 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: Korangi Town Triple: [Korangi District, hasNeighborhood, Korangi Town]
Generated description
Korangi Town is a residential and industrial neighborhood in Karachi, Pakistan, known for its dense population and manufacturing zones.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Korangi Town Target entity description: Korangi Town is a residential and industrial neighborhood in Karachi, Pakistan, known for its dense population and manufacturing zones.
-
A.
Korangi District
chosen
Korangi District is an administrative district in the southeastern part of Karachi, Pakistan, known for its large industrial zones and densely populated residential areas.
-
B.
Merbein
Merbein is a small rural town in northwestern Victoria, Australia, known for its irrigated agriculture and position within the Sunraysia fruit-growing region along the Murray River.
-
C.
Isa Town
Isa Town is a residential and commercial town in central Bahrain known for its markets, schools, and mixed local and expatriate community.
-
D.
King’s Town
King’s Town is the former name of Kingston, the capital and largest city of Jamaica.
-
E.
Onehunga
Onehunga is a suburb of Auckland, New Zealand, known for its diverse multicultural community and strong Pacific Island, particularly Tongan, presence.
- 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_69ab4a4bfec081908039988ec4c86e28 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd30bc6388190b78f2f931eb54041 |
completed | March 7, 2026, 7:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af5d17ecd0819097c6b95307cc7557 |
completed | March 9, 2026, 11:51 p.m. |
| NEDg | Description generation | batch_69af5e0b40e0819098b6cbe31152a18c |
completed | March 9, 2026, 11:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af5e66a39c81909a49c272cd595c84 |
completed | March 9, 2026, 11:57 p.m. |
Created at: March 6, 2026, 9:48 p.m.