Triple

T14876360
Position Surface form Disambiguated ID Type / Status
Subject Begumpet railway station E349876 entity
Predicate partOf P40 FINISHED
Object Hyderabad Multi-Modal Transport System E1087031 NE FINISHED

How this triple was built (2 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 Multi-Modal Transport System | Statement: [Begumpet railway station, partOf, Hyderabad Multi-Modal Transport System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hyderabad Multi-Modal Transport System
Context triple: [Begumpet railway station, partOf, Hyderabad Multi-Modal Transport System]
  • A. Hyderabad Multi-Modal Transport System chosen
    The Hyderabad Multi-Modal Transport System is a suburban rail network in Hyderabad, India, designed to provide efficient, high-frequency commuter connectivity across the metropolitan region.
  • B. Hyderabad Metro
    Hyderabad Metro is a rapid transit system serving the city of Hyderabad, India, featuring multiple elevated corridors designed to ease urban traffic congestion and improve public transportation.
  • C. Hyderabad public transport network
    The Hyderabad public transport network is an integrated system of suburban trains, buses, and metro services that connects the city and its surrounding areas for daily commuters.
  • D. Hyderabad MMTS line
    The Hyderabad MMTS line is a suburban commuter rail corridor in Hyderabad, India, that connects key parts of the city and its suburbs through frequent local train services.
  • E. Mumbai Urban Transport Project
    The Mumbai Urban Transport Project is a major infrastructure initiative aimed at improving and expanding Mumbai’s suburban rail and road transport systems to reduce congestion and enhance urban mobility.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ded5e4e4448190a8796573bc6d1069 completed April 15, 2026, 12:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe8bccc26c8190bf571ea7aee0e0f6 completed May 9, 2026, 1:20 a.m.
Created at: April 10, 2026, 1:55 a.m.