Triple

T9440267
Position Surface form Disambiguated ID Type / Status
Subject Dera Ghazi Khan E227624 entity
Predicate connectedBy P37 FINISHED
Object National Highway N-70
National Highway N-70 is a major roadway in Pakistan that links the city of Dera Ghazi Khan with other key regions in the country’s transport network.
E839155 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-70 | Statement: [Dera Ghazi Khan, connectedBy, National Highway N-70]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Highway N-70
Context triple: [Dera Ghazi Khan, connectedBy, National Highway N-70]
  • A. National Highway N-60
    National Highway N-60 is a major roadway in Pakistan that serves as an important regional transport route connecting the city of Nawabshah to other parts of the country.
  • B. National Highway N-55
    National Highway N-55, also known as the Indus Highway, is a major north–south route in Pakistan that runs roughly parallel to the Indus River and connects numerous cities across the country.
  • C. 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.
  • D. 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.
  • E. National Highway 927
    National Highway 927 is an Indian national highway in Uttar Pradesh that links the town of Bahraich to other regional destinations and 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: National Highway N-70
Triple: [Dera Ghazi Khan, connectedBy, National Highway N-70]
Generated description
National Highway N-70 is a major roadway in Pakistan that links the city of Dera Ghazi Khan with other key regions in the country’s transport network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Highway N-70
Target entity description: National Highway N-70 is a major roadway in Pakistan that links the city of Dera Ghazi Khan with other key regions in the country’s transport network.
  • A. National Highway N-60
    National Highway N-60 is a major roadway in Pakistan that serves as an important regional transport route connecting the city of Nawabshah to other parts of the country.
  • B. National Highway N-55
    National Highway N-55, also known as the Indus Highway, is a major north–south route in Pakistan that runs roughly parallel to the Indus River and connects numerous cities across the country.
  • C. 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.
  • D. 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.
  • E. National Highway 927
    National Highway 927 is an Indian national highway in Uttar Pradesh that links the town of Bahraich to other regional destinations and 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_69ca843884488190ad6cbe0153088234 completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7ee36f908190826994db91b18466 completed April 1, 2026, 8:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69d2997e60b081908c4982db477de5a1 completed April 5, 2026, 5:18 p.m.
NEDg Description generation batch_69d29d7653f88190a0da1fe309f73968 completed April 5, 2026, 5:35 p.m.
NED2 Entity disambiguation (via description) batch_69d29dcd9c108190b835b3a75ccc3277 completed April 5, 2026, 5:37 p.m.
Created at: March 30, 2026, 7:50 p.m.