Triple
T2880295
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port Qasim |
E56979
|
entity |
| Predicate | connectedTo |
P37
|
FINISHED |
| Object |
National Highway Network of Pakistan
The National Highway Network of Pakistan is the country’s primary system of major roads and highways that links key ports, cities, and regions to support national transport and trade.
|
E308112
|
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: National Highway Network of Pakistan | Statement: [Port Qasim, connectedTo, National Highway Network of Pakistan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Highway Network of Pakistan Context triple: [Port Qasim, connectedTo, National Highway Network of Pakistan]
-
A.
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.
-
B.
Peshawar–Jalalabad road
The Peshawar–Jalalabad road is a major transnational route connecting Pakistan’s Khyber Pakhtunkhwa province with eastern Afghanistan through the historic Khyber Pass.
-
C.
Hindu Kush road network
The Hindu Kush road network is a system of high-altitude routes and passes that traverse the rugged Hindu Kush mountains, linking remote valleys and facilitating travel and trade between regions of Afghanistan and Pakistan.
-
D.
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.
-
E.
Mardan Bypass
Mardan Bypass is a major roadway built to divert through-traffic around the city of Mardan in Pakistan, easing congestion in the urban 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: National Highway Network of Pakistan Triple: [Port Qasim, connectedTo, National Highway Network of Pakistan]
Generated description
The National Highway Network of Pakistan is the country’s primary system of major roads and highways that links key ports, cities, and regions to support national transport and trade.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Highway Network of Pakistan Target entity description: The National Highway Network of Pakistan is the country’s primary system of major roads and highways that links key ports, cities, and regions to support national transport and trade.
-
A.
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.
-
B.
Peshawar–Jalalabad road
The Peshawar–Jalalabad road is a major transnational route connecting Pakistan’s Khyber Pakhtunkhwa province with eastern Afghanistan through the historic Khyber Pass.
-
C.
Hindu Kush road network
The Hindu Kush road network is a system of high-altitude routes and passes that traverse the rugged Hindu Kush mountains, linking remote valleys and facilitating travel and trade between regions of Afghanistan and Pakistan.
-
D.
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.
-
E.
Mardan Bypass
Mardan Bypass is a major roadway built to divert through-traffic around the city of Mardan in Pakistan, easing congestion in the urban 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_69ab4a4ced288190ab6d3e062d10f7f6 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abe0296be081908070bd48fe4fc926 |
completed | March 7, 2026, 8:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0315d7cf8819093884c14562ce43f |
completed | March 10, 2026, 2:57 p.m. |
| NEDg | Description generation | batch_69b03424dacc81908e587cc6b7122149 |
completed | March 10, 2026, 3:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b03ab8c7308190aef7a476c82f1915 |
completed | March 10, 2026, 3:37 p.m. |
Created at: March 6, 2026, 10:03 p.m.