Triple

T11781129
Position Surface form Disambiguated ID Type / Status
Subject Karachi Division E280147 entity
Predicate hasMajorHighway P385 FINISHED
Object N-5 National Highway
N-5 National Highway is Pakistan’s longest and most important north–south roadway, connecting Karachi with major cities across the country.
 E949613 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-5 National Highway | Statement: [Karachi Division, hasMajorHighway, N-5 National Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: N-5 National Highway
Context triple: [Karachi Division, hasMajorHighway, N-5 National Highway]
  • A. N-40 National Highway
    N-40 National Highway is a major road in Pakistan that connects parts of Balochistan, including towns like Dalbandin, to the broader national highway network.
  • B. N-45 National Highway
    N-45 National Highway is a major roadway in Pakistan that serves as a key transportation corridor connecting important cities and regions in the country’s northwest.
  • C. N-15 National Highway
    N-15 National Highway is a major roadway in northern Pakistan that connects the scenic Babusar Top pass with other key towns in the mountainous region.
  • D. N-35 National Highway
    N-35 National Highway, also known as the Karakoram Highway in much of its length, is a major north–south route in Pakistan that connects the country to China through the Karakoram mountain range.
  • E. N-25 National Highway
    N-25 National Highway is a major roadway in Pakistan that connects key cities in Balochistan and links the province to the rest of the country.
  • 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-5 National Highway
Triple: [Karachi Division, hasMajorHighway, N-5 National Highway]
Generated description
N-5 National Highway is Pakistan’s longest and most important north–south roadway, connecting Karachi with major cities across the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: N-5 National Highway
Target entity description: N-5 National Highway is Pakistan’s longest and most important north–south roadway, connecting Karachi with major cities across the country.
  • A. N-40 National Highway
    N-40 National Highway is a major road in Pakistan that connects parts of Balochistan, including towns like Dalbandin, to the broader national highway network.
  • B. N-45 National Highway
    N-45 National Highway is a major roadway in Pakistan that serves as a key transportation corridor connecting important cities and regions in the country’s northwest.
  • C. N-15 National Highway
    N-15 National Highway is a major roadway in northern Pakistan that connects the scenic Babusar Top pass with other key towns in the mountainous region.
  • D. N-35 National Highway
    N-35 National Highway, also known as the Karakoram Highway in much of its length, is a major north–south route in Pakistan that connects the country to China through the Karakoram mountain range.
  • E. N-25 National Highway
    N-25 National Highway is a major roadway in Pakistan that connects key cities in Balochistan and links the province to the rest of the country.
  • 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_69d6ab01d2688190ad8ed6bda487eaa5 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a5623f708190a18aea570577a3f6 completed April 10, 2026, 7:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69f166c735008190a73dd74dbcddd182 completed April 29, 2026, 2:02 a.m.
NEDg Description generation batch_69f16e31ebfc81908255e24b96bf9a99 completed April 29, 2026, 2:34 a.m.
NED2 Entity disambiguation (via description) batch_69f1a09eae7481908200709ae9721d53 completed April 29, 2026, 6:09 a.m.
Created at: April 8, 2026, 9:42 p.m.