Triple
T12881780
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Highway Network of Pakistan |
E308112
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object | Makran Coastal Highway |
E365553
|
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: Makran Coastal Highway | Statement: [National Highway Network of Pakistan, includes, Makran Coastal Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Makran Coastal Highway Context triple: [National Highway Network of Pakistan, includes, Makran Coastal Highway]
-
A.
Makran Coastal Highway
chosen
Makran Coastal Highway is a major coastal road in Pakistan that links the port city of Gwadar with Karachi along the Arabian Sea, boosting regional trade and tourism.
-
B.
Quetta–Taftan Highway
The Quetta–Taftan Highway is a major road in Pakistan that links the provincial capital Quetta to the town of Taftan near the Iranian border, serving as a key route for trade and travel between the two countries.
-
C.
Kandahar–Herat Highway
The Kandahar–Herat Highway is a major roadway in southwestern Afghanistan that connects the cities of Kandahar and Herat, forming a key segment of the country’s primary transport corridor.
-
D.
Kabul–Kandahar Highway
The Kabul–Kandahar Highway is a major Afghan roadway that forms part of the country’s primary north–south transport corridor, linking the capital Kabul with the southern city of Kandahar and passing through several central provinces.
-
E.
Hazara Motorway
Hazara Motorway is a major controlled-access highway in northern Pakistan that connects key cities in the Hazara region and forms part of the country’s strategic north–south transport corridor.
- 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_69d7bdf69bc48190af6c2621f28ca351 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d970fd15888190baf90fc30f2a3e25 |
completed | April 10, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6a55393a88190a88c9357a6db5aec |
completed | May 3, 2026, 1:30 a.m. |
Created at: April 9, 2026, 5:39 p.m.