Triple

T11652639
Position Surface form Disambiguated ID Type / Status
Subject Manghopir E276941 entity
Predicate locatedNear P294 FINISHED
Object Northern Bypass (Karachi)
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.
E939016 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: Northern Bypass (Karachi) | Statement: [Manghopir, locatedNear, Northern Bypass (Karachi)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northern Bypass (Karachi)
Context triple: [Manghopir, locatedNear, Northern Bypass (Karachi)]
  • A. 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.
  • 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. 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.
  • D. 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.
  • E. Lahore–Jhang road
    The Lahore–Jhang road is a significant regional highway in Pakistan that connects the city of Lahore with Jhang, passing through towns such as Rabwah.
  • 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: Northern Bypass (Karachi)
Triple: [Manghopir, locatedNear, Northern Bypass (Karachi)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northern Bypass (Karachi)
Target entity description: 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.
  • A. 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.
  • 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. 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.
  • D. 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.
  • E. Lahore–Jhang road
    The Lahore–Jhang road is a significant regional highway in Pakistan that connects the city of Lahore with Jhang, passing through towns such as Rabwah.
  • 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_69d6aafbb3c081908a9cdb4ecb8d981d completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a2d01f9c8190849f252f22519550 completed April 10, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee880eccc4819096e2b3305cdb3239 completed April 26, 2026, 9:47 p.m.
NEDg Description generation batch_69eeb314eef0819091a949bbfc820ee9 completed April 27, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69eee9a79d348190bb3e15f0d37b9d57 completed April 27, 2026, 4:44 a.m.
Created at: April 8, 2026, 9:39 p.m.