Triple
T7680138
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karachi East District |
E173969
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
University Road corridor
The University Road corridor is a major urban thoroughfare and commercial-educational strip in Karachi, Pakistan, lined with universities, businesses, and dense residential neighborhoods.
|
E680901
|
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: University Road corridor | Statement: [Karachi East District, contains, University Road corridor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University Road corridor Context triple: [Karachi East District, contains, University Road corridor]
-
A.
University Avenue corridor
The University Avenue corridor is a major urban thoroughfare and transit corridor in Toronto that connects key institutional, commercial, and civic destinations in the downtown core.
-
B.
University Boulevard
University Boulevard is a primary thoroughfare serving the suburban community of Highlands Ranch, Colorado, connecting residential areas with local businesses and other major roads.
-
C.
University Parkway
University Parkway is a major east–west highway in Georgia that connects the Atlanta metropolitan area with the city of Athens and the University of Georgia.
-
D.
Regent Road corridor
Regent Road corridor is an urban area in Salford, Greater Manchester, characterized by major transport routes, mixed commercial and residential development, and its proximity to central Manchester.
-
E.
Barlow Road corridor
The Barlow Road corridor is a historic and recreational route in Oregon that follows part of the Oregon Trail, offering opportunities for hiking, camping, and exploring pioneer-era landmarks.
- 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: University Road corridor Triple: [Karachi East District, contains, University Road corridor]
Generated description
The University Road corridor is a major urban thoroughfare and commercial-educational strip in Karachi, Pakistan, lined with universities, businesses, and dense residential neighborhoods.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University Road corridor Target entity description: The University Road corridor is a major urban thoroughfare and commercial-educational strip in Karachi, Pakistan, lined with universities, businesses, and dense residential neighborhoods.
-
A.
University Avenue corridor
The University Avenue corridor is a major urban thoroughfare and transit corridor in Toronto that connects key institutional, commercial, and civic destinations in the downtown core.
-
B.
University Boulevard
University Boulevard is a primary thoroughfare serving the suburban community of Highlands Ranch, Colorado, connecting residential areas with local businesses and other major roads.
-
C.
University Parkway
University Parkway is a major east–west highway in Georgia that connects the Atlanta metropolitan area with the city of Athens and the University of Georgia.
-
D.
Regent Road corridor
Regent Road corridor is an urban area in Salford, Greater Manchester, characterized by major transport routes, mixed commercial and residential development, and its proximity to central Manchester.
-
E.
Barlow Road corridor
The Barlow Road corridor is a historic and recreational route in Oregon that follows part of the Oregon Trail, offering opportunities for hiking, camping, and exploring pioneer-era landmarks.
- 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.