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.