Triple

T12881777
Position Surface form Disambiguated ID Type / Status
Subject National Highway Network of Pakistan E308112 entity
Predicate includes P1393 FINISHED
Object N-50
N-50 is a national highway in Pakistan that serves as a key route connecting parts of Khyber Pakhtunkhwa and Balochistan, facilitating regional trade and travel.
 E1013724 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: N-50 | Statement: [National Highway Network of Pakistan, includes, N-50]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: N-50
Context triple: [National Highway Network of Pakistan, includes, N-50]
  • A. N-5
    N-5 is a major national highway in Pakistan that forms a key part of the country’s primary north–south road network.
  • B. N-55
    N-55 is a major national highway in Pakistan that runs along the Indus River, connecting key cities in the country’s north–south transport corridor.
  • C. N-70
    N-70 is a major national highway in Pakistan that connects parts of Punjab and Balochistan, serving as an important east–west transport route.
  • D. 5N
    5N is the IATA airline designator assigned to the Russian low-cost carrier Smartavia.
  • E. N-90
    N-90 is a national highway in Pakistan that serves as a key route connecting parts of the Khyber Pakhtunkhwa region to the broader national road network.
  • 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: N-50
Triple: [National Highway Network of Pakistan, includes, N-50]
Generated description
N-50 is a national highway in Pakistan that serves as a key route connecting parts of Khyber Pakhtunkhwa and Balochistan, facilitating regional trade and travel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: N-50
Target entity description: N-50 is a national highway in Pakistan that serves as a key route connecting parts of Khyber Pakhtunkhwa and Balochistan, facilitating regional trade and travel.
  • A. N-5
    N-5 is a major national highway in Pakistan that forms a key part of the country’s primary north–south road network.
  • B. N-55
    N-55 is a major national highway in Pakistan that runs along the Indus River, connecting key cities in the country’s north–south transport corridor.
  • C. N-70
    N-70 is a major national highway in Pakistan that connects parts of Punjab and Balochistan, serving as an important east–west transport route.
  • D. 5N
    5N is the IATA airline designator assigned to the Russian low-cost carrier Smartavia.
  • E. N-90
    N-90 is a national highway in Pakistan that serves as a key route connecting parts of the Khyber Pakhtunkhwa region to the broader national road network.
  • 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_69f6b8ccee708190bb4caa604386e3a3 completed May 3, 2026, 2:54 a.m.
NEDg Description generation batch_69f6bafee83c819096469034ca32ff7d completed May 3, 2026, 3:03 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb7a0ae08190813411fa677430aa completed May 3, 2026, 3:05 a.m.
Created at: April 9, 2026, 5:39 p.m.