Triple
T11860532
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mango Pir area |
E282145
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object | Karachi Northern Bypass |
E939016
|
NE FINISHED |
How this triple was built (2 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 Northern Bypass | Statement: [Mango Pir area, near, Karachi Northern Bypass]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karachi Northern Bypass Context triple: [Mango Pir area, near, Karachi Northern Bypass]
-
A.
Islamabad Expressway
Islamabad Expressway is a major arterial road in Islamabad, Pakistan, providing a key north–south transportation corridor through the capital and linking it with surrounding areas.
-
B.
Karachi–Hyderabad Motorway
The Karachi–Hyderabad Motorway is a major controlled-access highway in Pakistan that forms a key segment of the route linking the port city of Karachi with the interior of Sindh and the rest of the country.
-
C.
Northern Bypass (Karachi)
chosen
Northern Bypass (Karachi) is a major highway on the outskirts of Karachi, Pakistan, designed to divert heavy traffic around the city and connect the port and industrial areas to upcountry routes.
-
D.
Sukkur–Multan Motorway
The Sukkur–Multan Motorway is a major controlled-access highway in Pakistan that forms a key north–south transportation link and a flagship infrastructure project under the China–Pakistan Economic Corridor.
-
E.
Islamabad Highway
Islamabad Highway is a major arterial road in Islamabad, Pakistan, connecting the city center with surrounding areas and serving as a key route to the Islamabad International Airport and other regional highways.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ab287ba48190a5178779fd19b9b7 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a69a099c8190a674db64c50eca5a |
completed | April 10, 2026, 7:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f281745ca88190968e1f674d0e483c |
completed | April 29, 2026, 10:08 p.m. |
Created at: April 8, 2026, 9:43 p.m.