Triple

T14150543
Position Surface form Disambiguated ID Type / Status
Subject Nampally E350665 entity
Predicate transport P230 FINISHED
Object TSRTC bus services
TSRTC bus services are public buses operated by the Telangana State Road Transport Corporation, providing extensive urban and intercity connectivity across Hyderabad and the wider Telangana region.
E1082318 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: TSRTC bus services | Statement: [Nampally, transport, TSRTC bus services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TSRTC bus services
Context triple: [Nampally, transport, TSRTC bus services]
  • A. APSRTC
    APSRTC is the Andhra Pradesh State Road Transport Corporation, the government-owned bus service operator providing public transportation across the Indian state of Andhra Pradesh and to neighboring regions.
  • B. RTA bus services
    RTA bus services are Dubai’s government-operated public bus network managed by the Roads and Transport Authority, providing extensive urban and intercity transportation across the emirate.
  • C. Bihar State Road Transport Corporation
    Bihar State Road Transport Corporation is the state-owned public bus transport operator responsible for providing road passenger services across Bihar and to neighboring regions.
  • D. KSRTC bus station
    KSRTC bus station is a major public bus terminal in Kottayam, Kerala, serving as a key hub for state-run road transport services connecting the town with various destinations across the region.
  • E. Delhi Transport Corporation bus network
    The Delhi Transport Corporation bus network is the primary public bus system in Delhi, India, operating extensive routes that connect major neighborhoods, commercial hubs, and surrounding areas across the National Capital Region.
  • 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: TSRTC bus services
Triple: [Nampally, transport, TSRTC bus services]
Generated description
TSRTC bus services are public buses operated by the Telangana State Road Transport Corporation, providing extensive urban and intercity connectivity across Hyderabad and the wider Telangana region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TSRTC bus services
Target entity description: TSRTC bus services are public buses operated by the Telangana State Road Transport Corporation, providing extensive urban and intercity connectivity across Hyderabad and the wider Telangana region.
  • A. APSRTC
    APSRTC is the Andhra Pradesh State Road Transport Corporation, the government-owned bus service operator providing public transportation across the Indian state of Andhra Pradesh and to neighboring regions.
  • B. RTA bus services
    RTA bus services are Dubai’s government-operated public bus network managed by the Roads and Transport Authority, providing extensive urban and intercity transportation across the emirate.
  • C. Bihar State Road Transport Corporation
    Bihar State Road Transport Corporation is the state-owned public bus transport operator responsible for providing road passenger services across Bihar and to neighboring regions.
  • D. KSRTC bus station
    KSRTC bus station is a major public bus terminal in Kottayam, Kerala, serving as a key hub for state-run road transport services connecting the town with various destinations across the region.
  • E. Delhi Transport Corporation bus network
    The Delhi Transport Corporation bus network is the primary public bus system in Delhi, India, operating extensive routes that connect major neighborhoods, commercial hubs, and surrounding areas across the National Capital Region.
  • 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_69d8278775fc8190b0802d22ca2f495d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6124e23481909e5132a40a1d8624 completed April 14, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcdf21f8c8819097ff26e6bb345b52 completed May 7, 2026, 6:51 p.m.
NEDg Description generation batch_69fce0cc78e881909090ac42a97ebb12 completed May 7, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_69fce1f53a8881909fd1258729a9879d completed May 7, 2026, 7:03 p.m.
Created at: April 10, 2026, 12:56 a.m.