Triple
T17952332
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transport Department of Andhra Pradesh |
E448862
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Regional Transport Offices in Andhra Pradesh
Regional Transport Offices in Andhra Pradesh are government-run regional agencies responsible for vehicle registration, driver licensing, and enforcement of motor vehicle regulations across the state.
|
E448862
|
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: Regional Transport Offices in Andhra Pradesh | Statement: [Transport Department of Andhra Pradesh, oversees, Regional Transport Offices in Andhra Pradesh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Regional Transport Offices in Andhra Pradesh Context triple: [Transport Department of Andhra Pradesh, oversees, Regional Transport Offices in Andhra Pradesh]
-
A.
Regional Transport Offices in Telangana
Regional Transport Offices in Telangana are government agencies responsible for vehicle registration, driver licensing, and enforcement of transport regulations across the Indian state of Telangana.
-
B.
Regional Transport Offices in Tamil Nadu
Regional Transport Offices in Tamil Nadu are government-run local licensing and vehicle registration authorities that handle services such as issuing driving licences, registering vehicles, and enforcing transport regulations across the state.
-
C.
Regional Transport Offices in Kerala
Regional Transport Offices in Kerala are state government agencies responsible for vehicle registration, driver licensing, and enforcement of motor vehicle regulations across the districts of Kerala.
-
D.
Regional Transport Offices in West Bengal
Regional Transport Offices in West Bengal are government agencies responsible for vehicle registration, driver licensing, and enforcement of transport regulations throughout the Indian state of West Bengal.
-
E.
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.
- 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: Regional Transport Offices in Andhra Pradesh Triple: [Transport Department of Andhra Pradesh, oversees, Regional Transport Offices in Andhra Pradesh]
Generated description
Regional Transport Offices in Andhra Pradesh are government-run regional agencies responsible for vehicle registration, driver licensing, and enforcement of motor vehicle regulations across the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Regional Transport Offices in Andhra Pradesh Target entity description: Regional Transport Offices in Andhra Pradesh are government-run regional agencies responsible for vehicle registration, driver licensing, and enforcement of motor vehicle regulations across the state.
-
A.
Regional Transport Offices in Telangana
Regional Transport Offices in Telangana are government agencies responsible for vehicle registration, driver licensing, and enforcement of transport regulations across the Indian state of Telangana.
-
B.
Regional Transport Offices in Tamil Nadu
Regional Transport Offices in Tamil Nadu are government-run local licensing and vehicle registration authorities that handle services such as issuing driving licences, registering vehicles, and enforcing transport regulations across the state.
-
C.
Regional Transport Offices in Kerala
Regional Transport Offices in Kerala are state government agencies responsible for vehicle registration, driver licensing, and enforcement of motor vehicle regulations across the districts of Kerala.
-
D.
Regional Transport Offices in West Bengal
Regional Transport Offices in West Bengal are government agencies responsible for vehicle registration, driver licensing, and enforcement of transport regulations throughout the Indian state of West Bengal.
-
E.
Transport Department of Andhra Pradesh
chosen
The Transport Department of Andhra Pradesh is the state government agency responsible for regulating road transport, vehicle registration, and driver licensing across Andhra Pradesh.
- F. None of above.
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_69d8b9f8cca8819099836916c56b7c95 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e4afad61f481908b34cd24de88983c |
completed | April 19, 2026, 10:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03291e79448190b2e6a8aab9d9f6df |
completed | May 12, 2026, 1:20 p.m. |
| NEDg | Description generation | batch_6a032a6fad38819090ccc2cc832f65aa |
completed | May 12, 2026, 1:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a032b4c6ed48190bc99ddb9ea7c2ea9 |
completed | May 12, 2026, 1:29 p.m. |
Created at: April 10, 2026, 10:21 a.m.