Triple

T1437852
Position Surface form Disambiguated ID Type / Status
Subject Hyderabad, Sindh E30596 entity
Predicate connectedByHighway P385 FINISHED
Object National Highway N-5
National Highway N-5 is Pakistan’s longest and most important north–south arterial road, linking major cities across the country and serving as a key route for trade and transportation.
E188187 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 N-5 | Statement: [Hyderabad, Sindh, connectedByHighway, National Highway N-5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Highway N-5
Context triple: [Hyderabad, Sindh, connectedByHighway, National Highway N-5]
  • A. National Highway 35
    National Highway 35 is a major roadway in India that forms part of the national highway network, facilitating regional connectivity and transport.
  • B. M-7 highway
    The M-7 highway is a major federal road in Russia that connects Moscow with key cities in the Volga region and further toward the Ural area, serving as an important eastward transport corridor.
  • C. E-5 highway
    The E-5 highway is a major arterial road in Istanbul that runs across the city’s Asian and European sides, serving as one of its primary commuter and intercity transport routes.
  • D. M-8 highway
    The M-8 highway is a major Russian federal road that connects Moscow with the northern city of Arkhangelsk, serving as a key transport corridor through the central and northern regions of European Russia.
  • E. National Highway 44
    National Highway 44 is one of India's longest and most important north–south arterial highways, running from Srinagar in Jammu and Kashmir to Kanyakumari in Tamil Nadu and connecting numerous major cities along its 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 N-5
Triple: [Hyderabad, Sindh, connectedByHighway, National Highway N-5]
Generated description
National Highway N-5 is Pakistan’s longest and most important north–south arterial road, linking major cities across the country and serving as a key route for trade and transportation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Highway N-5
Target entity description: National Highway N-5 is Pakistan’s longest and most important north–south arterial road, linking major cities across the country and serving as a key route for trade and transportation.
  • A. National Highway 35
    National Highway 35 is a major roadway in India that forms part of the national highway network, facilitating regional connectivity and transport.
  • B. M-7 highway
    The M-7 highway is a major federal road in Russia that connects Moscow with key cities in the Volga region and further toward the Ural area, serving as an important eastward transport corridor.
  • C. E-5 highway
    The E-5 highway is a major arterial road in Istanbul that runs across the city’s Asian and European sides, serving as one of its primary commuter and intercity transport routes.
  • D. M-8 highway
    The M-8 highway is a major Russian federal road that connects Moscow with the northern city of Arkhangelsk, serving as a key transport corridor through the central and northern regions of European Russia.
  • E. National Highway 44
    National Highway 44 is one of India's longest and most important north–south arterial highways, running from Srinagar in Jammu and Kashmir to Kanyakumari in Tamil Nadu and connecting numerous major cities along its 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_69a498fc69ec8190b61722bd4b67c4d2 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c5059ef88190af20e796acdb2058 completed March 1, 2026, 11 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad67ff7fe481908e1705ba8be84f3a completed March 8, 2026, 12:13 p.m.
NEDg Description generation batch_69ad6918ebd4819085cd74c172e5c72e completed March 8, 2026, 12:18 p.m.
NED2 Entity disambiguation (via description) batch_69ad697d0edc8190b94e61b57f0c65ee completed March 8, 2026, 12:20 p.m.
Created at: March 1, 2026, 8 p.m.