Triple
T3615580
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port of Karachi |
E76591
|
entity |
| Predicate | connectsTo |
P845
|
FINISHED |
| Object |
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.
|
E373228
|
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: Karachi–Hyderabad Motorway | Statement: [Port of Karachi, connectsTo, Karachi–Hyderabad Motorway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karachi–Hyderabad Motorway Context triple: [Port of Karachi, connectsTo, Karachi–Hyderabad Motorway]
-
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.
Peshawar–Charsadda Road
Peshawar–Charsadda Road is a major regional roadway in Khyber Pakhtunkhwa, Pakistan, linking the city of Peshawar with the nearby town of Charsadda and serving as an important commuter and trade route.
-
D.
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.
-
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. 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: Karachi–Hyderabad Motorway Triple: [Port of Karachi, connectsTo, Karachi–Hyderabad Motorway]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karachi–Hyderabad Motorway Target entity description: 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.
-
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.
Peshawar–Charsadda Road
Peshawar–Charsadda Road is a major regional roadway in Khyber Pakhtunkhwa, Pakistan, linking the city of Peshawar with the nearby town of Charsadda and serving as an important commuter and trade route.
-
D.
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.
-
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. 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_69ad85dae2fc81908d1ceadbc6af0089 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc27b5e008190a72a8dab7d736e64 |
completed | March 8, 2026, 6:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b433184a4081908598f4084e959c2e |
completed | March 13, 2026, 3:54 p.m. |
| NEDg | Description generation | batch_69b436e75b6081908a64983955504af8 |
completed | March 13, 2026, 4:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b43aa17e048190a39eb22a5be9da0c |
completed | March 13, 2026, 4:26 p.m. |
Created at: March 8, 2026, 3:23 p.m.