Triple

T10945481
Position Surface form Disambiguated ID Type / Status
Subject Chhapra E258584 entity
Predicate hasNationalHighwayConnection P385 FINISHED
Object National Highway 31 (India)
National Highway 31 (India) is a major roadway in the Indian national highway network that connects key cities and regions across multiple states in northern and eastern India.
 E896581 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 31 (India) | Statement: [Chhapra, hasNationalHighwayConnection, National Highway 31 (India)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Highway 31 (India)
Context triple: [Chhapra, hasNationalHighwayConnection, National Highway 31 (India)]
  • A. National Highway 3 (India)
    National Highway 3 (India) is a major roadway in northern India that connects key cities in Himachal Pradesh and beyond, serving as an important route through the Himalayan region.
  • B. National Highway 34 (India)
    National Highway 34 (India) is a major roadway in the Indian national highway network that links various towns and cities, including Damoh, facilitating regional connectivity and transport.
  • C. National Highway 39 (India)
    National Highway 39 (India) is a major roadway in the Indian national highway network that links key towns and cities across multiple states, including Chhatarpur in Madhya Pradesh.
  • D. National Highway 19 (India)
    National Highway 19 (India) is a major east–west arterial highway that forms part of the historic Grand Trunk Road, connecting key cities across northern and eastern India, including Kolkata, Varanasi, and Delhi.
  • E. National Highway 151A (India)
    National Highway 151A (India) is a roadway in the state of Gujarat that serves as a key route connecting the city of Jamnagar with other regional destinations in western India.
  • 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 31 (India)
Triple: [Chhapra, hasNationalHighwayConnection, National Highway 31 (India)]
Generated description
National Highway 31 (India) is a major roadway in the Indian national highway network that connects key cities and regions across multiple states in northern and eastern India.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Highway 31 (India)
Target entity description: National Highway 31 (India) is a major roadway in the Indian national highway network that connects key cities and regions across multiple states in northern and eastern India.
  • A. National Highway 3 (India)
    National Highway 3 (India) is a major roadway in northern India that connects key cities in Himachal Pradesh and beyond, serving as an important route through the Himalayan region.
  • B. National Highway 34 (India)
    National Highway 34 (India) is a major roadway in the Indian national highway network that links various towns and cities, including Damoh, facilitating regional connectivity and transport.
  • C. National Highway 39 (India)
    National Highway 39 (India) is a major roadway in the Indian national highway network that links key towns and cities across multiple states, including Chhatarpur in Madhya Pradesh.
  • D. National Highway 19 (India)
    National Highway 19 (India) is a major east–west arterial highway that forms part of the historic Grand Trunk Road, connecting key cities across northern and eastern India, including Kolkata, Varanasi, and Delhi.
  • E. National Highway 151A (India)
    National Highway 151A (India) is a roadway in the state of Gujarat that serves as a key route connecting the city of Jamnagar with other regional destinations in western India.
  • 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_69d6aa8769b4819082bfe5e61b9017f0 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d770e9a89081908979efd1d9e6af66 completed April 9, 2026, 9:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2d733f7d88190b45df5c155ff5a46 completed April 18, 2026, 12:58 a.m.
NEDg Description generation batch_69e2ff1ddd2c8190b31f5007f7492a4e completed April 18, 2026, 3:48 a.m.
NED2 Entity disambiguation (via description) batch_69e3260494bc81909e3dd4829697fb72 completed April 18, 2026, 6:34 a.m.
Created at: April 8, 2026, 9:23 p.m.