Triple

T14876049
Position Surface form Disambiguated ID Type / Status
Subject Khairatabad E349869 entity
Predicate railwayLine P848 FINISHED
Object Hyderabad–Lingampalli route
The Hyderabad–Lingampalli route is a suburban railway corridor in Hyderabad, India, serving as a key commuter link between the city’s central areas and its western suburbs.
E1127745 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: Hyderabad–Lingampalli route | Statement: [Khairatabad, railwayLine, Hyderabad–Lingampalli route]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hyderabad–Lingampalli route
Context triple: [Khairatabad, railwayLine, Hyderabad–Lingampalli route]
  • A. Hyderabad–Shankarpalli Road
    Hyderabad–Shankarpalli Road is a key arterial route on the western outskirts of Hyderabad that links rapidly developing suburbs and emerging residential and commercial hubs.
  • B. Hyderabad–Nanded route
    The Hyderabad–Nanded route is a railway corridor in southern India connecting the city of Hyderabad in Telangana with Nanded in Maharashtra, serving as an important regional passenger and freight link.
  • C. Hyderabad–Chevella road
    Hyderabad–Chevella road is a major roadway in Telangana, India, connecting the city of Hyderabad with the town of Chevella and serving as an important regional transport corridor.
  • D. Hyderabad–Bangalore route
    The Hyderabad–Bangalore route is a major railway corridor in southern India connecting the cities of Hyderabad in Telangana and Bangalore in Karnataka, passing through key intermediate stations such as Mahbubnagar.
  • E. Hyderabad–Chennai route
    The Hyderabad–Chennai route is a major railway corridor in southern India connecting the city of Hyderabad with Chennai and passing through important junctions such as Kazipet.
  • 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: Hyderabad–Lingampalli route
Triple: [Khairatabad, railwayLine, Hyderabad–Lingampalli route]
Generated description
The Hyderabad–Lingampalli route is a suburban railway corridor in Hyderabad, India, serving as a key commuter link between the city’s central areas and its western suburbs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hyderabad–Lingampalli route
Target entity description: The Hyderabad–Lingampalli route is a suburban railway corridor in Hyderabad, India, serving as a key commuter link between the city’s central areas and its western suburbs.
  • A. Hyderabad–Shankarpalli Road
    Hyderabad–Shankarpalli Road is a key arterial route on the western outskirts of Hyderabad that links rapidly developing suburbs and emerging residential and commercial hubs.
  • B. Hyderabad–Nanded route
    The Hyderabad–Nanded route is a railway corridor in southern India connecting the city of Hyderabad in Telangana with Nanded in Maharashtra, serving as an important regional passenger and freight link.
  • C. Hyderabad–Chevella road
    Hyderabad–Chevella road is a major roadway in Telangana, India, connecting the city of Hyderabad with the town of Chevella and serving as an important regional transport corridor.
  • D. Hyderabad–Bangalore route
    The Hyderabad–Bangalore route is a major railway corridor in southern India connecting the cities of Hyderabad in Telangana and Bangalore in Karnataka, passing through key intermediate stations such as Mahbubnagar.
  • E. Hyderabad–Chennai route
    The Hyderabad–Chennai route is a major railway corridor in southern India connecting the city of Hyderabad with Chennai and passing through important junctions such as Kazipet.
  • 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_69d822ee4f408190b6ac3b2fa434f0df completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded5e3e5d48190a132f2cf012b01e2 completed April 15, 2026, 12:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe72aad76c8190b024651483d8f9ff completed May 8, 2026, 11:32 p.m.
NEDg Description generation batch_69fe7b078d0c8190ba80b6e96975fd6c completed May 9, 2026, 12:08 a.m.
NED2 Entity disambiguation (via description) batch_69fe7b26519c8190ba81d997e11a999f completed May 9, 2026, 12:09 a.m.
Created at: April 10, 2026, 1:55 a.m.