Triple
T10924996
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TS |
E258041
|
entity |
| Predicate | regulatedBy |
P86
|
FINISHED |
| Object |
Transport Department, Government of Telangana
The Transport Department, Government of Telangana is the state government agency responsible for formulating and enforcing transport policies, vehicle registration and licensing, and road safety regulations across Telangana.
|
E894111
|
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: Transport Department, Government of Telangana | Statement: [TS, regulatedBy, Transport Department, Government of Telangana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transport Department, Government of Telangana Context triple: [TS, regulatedBy, Transport Department, Government of Telangana]
-
A.
Transport Department of Andhra Pradesh
The Transport Department of Andhra Pradesh is the state government agency responsible for regulating road transport, vehicle registration, and driver licensing across Andhra Pradesh.
-
B.
Finance Department of Telangana
The Finance Department of Telangana is the state government body responsible for managing public finances, including fiscal policy, expenditure control, and overall financial administration.
-
C.
Transport Department, Government of Maharashtra
The Transport Department, Government of Maharashtra is the state-level authority responsible for formulating and enforcing transport policies, vehicle registration, and road safety regulations across Maharashtra.
-
D.
Transport Department, Government of Kerala
The Transport Department, Government of Kerala is the state government agency responsible for formulating and implementing transport policies, regulating road transport services, and overseeing motor vehicle administration in Kerala, India.
-
E.
Department of Transport, Government of Karnataka
The Department of Transport, Government of Karnataka is the state-level authority responsible for formulating and implementing transport policies, regulating road transport services, and overseeing vehicle registration and driver licensing across Karnataka.
- 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: Transport Department, Government of Telangana Triple: [TS, regulatedBy, Transport Department, Government of Telangana]
Generated description
The Transport Department, Government of Telangana is the state government agency responsible for formulating and enforcing transport policies, vehicle registration and licensing, and road safety regulations across Telangana.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Transport Department, Government of Telangana Target entity description: The Transport Department, Government of Telangana is the state government agency responsible for formulating and enforcing transport policies, vehicle registration and licensing, and road safety regulations across Telangana.
-
A.
Transport Department of Andhra Pradesh
The Transport Department of Andhra Pradesh is the state government agency responsible for regulating road transport, vehicle registration, and driver licensing across Andhra Pradesh.
-
B.
Finance Department of Telangana
The Finance Department of Telangana is the state government body responsible for managing public finances, including fiscal policy, expenditure control, and overall financial administration.
-
C.
Transport Department, Government of Maharashtra
The Transport Department, Government of Maharashtra is the state-level authority responsible for formulating and enforcing transport policies, vehicle registration, and road safety regulations across Maharashtra.
-
D.
Transport Department, Government of Kerala
The Transport Department, Government of Kerala is the state government agency responsible for formulating and implementing transport policies, regulating road transport services, and overseeing motor vehicle administration in Kerala, India.
-
E.
Department of Transport, Government of Karnataka
The Department of Transport, Government of Karnataka is the state-level authority responsible for formulating and implementing transport policies, regulating road transport services, and overseeing vehicle registration and driver licensing across Karnataka.
- 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_69d6aa864ed88190818280ab6791d065 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d7708f7ab48190b60a4bb8fdb17c8e |
completed | April 9, 2026, 9:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e217369b648190914c58db6f6e0200 |
completed | April 17, 2026, 11:19 a.m. |
| NEDg | Description generation | batch_69e21d8a2e6881909b33cbe4ab919315 |
completed | April 17, 2026, 11:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e21eaa1e9881909f3b276e0ff0c511 |
completed | April 17, 2026, 11:51 a.m. |
Created at: April 8, 2026, 9:22 p.m.