Triple
T5486248
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GJ-3 |
E123587
|
entity |
| Predicate | usedByAuthority |
P38756
|
FINISHED |
| Object |
Transport Department of Gujarat
The Transport Department of Gujarat is the state government agency responsible for regulating road transport, vehicle registration, and driver licensing across Gujarat, India.
|
E522741
|
NE FINISHED |
How this triple was built (5 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 of Gujarat | Statement: [GJ-3, usedByAuthority, Transport Department of Gujarat]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transport Department of Gujarat Context triple: [GJ-3, usedByAuthority, Transport Department of Gujarat]
-
A.
Secretariat of Gujarat
The Secretariat of Gujarat is the principal administrative headquarters of the Government of Gujarat, housing key state government offices and decision-making departments.
-
B.
Government of Gujarat
The Government of Gujarat is the state-level governing authority of the Indian state of Gujarat, responsible for administration, lawmaking, and public policy across the region.
-
C.
Gujarat Metro Rail Corporation Limited
Gujarat Metro Rail Corporation Limited is a state-owned company responsible for developing, operating, and maintaining metro rail systems in Gujarat, India.
-
D.
Department of Transport, Uttar Pradesh
The Department of Transport, Uttar Pradesh is the state government agency responsible for formulating and implementing transport policies, regulating road transport services, and overseeing vehicle registration and licensing across Uttar Pradesh.
-
E.
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.
- 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 of Gujarat Triple: [GJ-3, usedByAuthority, Transport Department of Gujarat]
Generated description
The Transport Department of Gujarat is the state government agency responsible for regulating road transport, vehicle registration, and driver licensing across Gujarat, India.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Transport Department of Gujarat Target entity description: The Transport Department of Gujarat is the state government agency responsible for regulating road transport, vehicle registration, and driver licensing across Gujarat, India.
-
A.
Secretariat of Gujarat
The Secretariat of Gujarat is the principal administrative headquarters of the Government of Gujarat, housing key state government offices and decision-making departments.
-
B.
Government of Gujarat
The Government of Gujarat is the state-level governing authority of the Indian state of Gujarat, responsible for administration, lawmaking, and public policy across the region.
-
C.
Gujarat Metro Rail Corporation Limited
Gujarat Metro Rail Corporation Limited is a state-owned company responsible for developing, operating, and maintaining metro rail systems in Gujarat, India.
-
D.
Department of Transport, Uttar Pradesh
The Department of Transport, Uttar Pradesh is the state government agency responsible for formulating and implementing transport policies, regulating road transport services, and overseeing vehicle registration and licensing across Uttar Pradesh.
-
E.
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.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: usedByAuthority Context triple: [GJ-3, usedByAuthority, Transport Department of Gujarat]
-
A.
usesAuthorityOf
Indicates that one entity exercises power, rights, or influence derived from or on behalf of another entity’s authority.
-
B.
usedByAgency
chosen
Indicates that something (such as a resource, tool, or service) is utilized or employed by an agency.
-
C.
hasLegalAuthorityFrom
Indicates that one entity possesses formal legal power, rights, or authorization that originates from or is granted by another entity.
-
D.
usedToAuthorize
Indicates that something serves as the basis or instrument for granting permission, approval, or official power to perform an action.
-
E.
authorizedByAct
Indicates that something (such as an action, decision, or status) is permitted or validated under the authority of a specific formal act or piece of legislation.
- F. None of above.
Provenance (6 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_69bd464a2d908190869324ce176779c8 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd93e5d0f08190a6cc9fc408b7c5bb |
completed | March 20, 2026, 6:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf48a773f48190b9928a96ae2c17f8 |
completed | March 22, 2026, 1:40 a.m. |
| NEDg | Description generation | batch_69bf49ae98dc81909d410d886163a98d |
completed | March 22, 2026, 1:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf4a373d8881908bb704eafb50b5b9 |
completed | March 22, 2026, 1:47 a.m. |
| PD | Predicate disambiguation | batch_69bd91a73b148190a865243536a4fe76 |
completed | March 20, 2026, 6:27 p.m. |
Created at: March 20, 2026, 2:10 p.m.