Triple

T12881782
Position Surface form Disambiguated ID Type / Status
Subject National Highway Network of Pakistan E308112 entity
Predicate includes P1393 FINISHED
Object National Highway 5
National Highway 5 is a major roadway in Pakistan that forms part of the country’s primary national highway network, connecting key cities and economic regions.
E1111773 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 5 | Statement: [National Highway Network of Pakistan, includes, National Highway 5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Highway 5
Context triple: [National Highway Network of Pakistan, includes, National Highway 5]
  • A. National Highway 5
    National Highway 5 is a major roadway in northern Vietnam that connects the capital city of Hanoi with the port city of Hai Phong, serving as a key economic and transportation corridor.
  • B. National Highway 5
    National Highway 5 is a major Indian roadway that runs through northern states such as Haryana and Himachal Pradesh, linking key towns and cities in the region.
  • C. National Highway 55
    National Highway 55 is a major Indian roadway in Odisha that serves as a key transport corridor linking Cuttack with other important regional destinations.
  • D. National Highway 6
    National Highway 6 is a key Indian roadway that connects the northeastern city of Silchar to other important regional destinations, facilitating trade and travel across the area.
  • E. Highway 6
    Highway 6 is a major Ontario provincial highway that runs north–south through several communities, including Guelph, and serves as an important regional transportation route.
  • 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 5
Triple: [National Highway Network of Pakistan, includes, National Highway 5]
Generated description
National Highway 5 is a major roadway in Pakistan that forms part of the country’s primary national highway network, connecting key cities and economic regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Highway 5
Target entity description: National Highway 5 is a major roadway in Pakistan that forms part of the country’s primary national highway network, connecting key cities and economic regions.
  • A. National Highway 5
    National Highway 5 is a major roadway in northern Vietnam that connects the capital city of Hanoi with the port city of Hai Phong, serving as a key economic and transportation corridor.
  • B. National Highway 5
    National Highway 5 is a major Indian roadway that runs through northern states such as Haryana and Himachal Pradesh, linking key towns and cities in the region.
  • C. National Highway 55
    National Highway 55 is a major Indian roadway in Odisha that serves as a key transport corridor linking Cuttack with other important regional destinations.
  • D. National Highway 6
    National Highway 6 is a key Indian roadway that connects the northeastern city of Silchar to other important regional destinations, facilitating trade and travel across the area.
  • E. Highway 6
    Highway 6 is a major Ontario provincial highway that runs north–south through several communities, including Guelph, and serves as an important regional transportation route.
  • 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_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_69fdd5b2fb308190ab041a9cfe39087c completed May 8, 2026, 12:23 p.m.
NEDg Description generation batch_69fdd75d410481909a33799507689f21 completed May 8, 2026, 12:30 p.m.
NED2 Entity disambiguation (via description) batch_69fdd7ddc1d88190bc56b1603093a5db completed May 8, 2026, 12:32 p.m.
Created at: April 9, 2026, 5:39 p.m.