Triple
T19079504
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transport Department, Government of Maharashtra |
E466987
|
entity |
| Predicate | hasSubUnit |
P35
|
FINISHED |
| Object |
Regional Transport Office, Pune
The Regional Transport Office, Pune is a government agency in Maharashtra responsible for vehicle registration, driver licensing, and enforcement of transport regulations in the Pune region.
|
E1358559
|
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 Office, Pune | Statement: [Transport Department, Government of Maharashtra, hasSubUnit, Regional Transport Office, Pune]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Regional Transport Office, Pune Context triple: [Transport Department, Government of Maharashtra, hasSubUnit, Regional Transport Office, Pune]
-
A.
Regional Transport Office, Mumbai
The Regional Transport Office, Mumbai is the city’s primary government agency responsible for vehicle registration, driver licensing, and enforcement of motor vehicle regulations under the Maharashtra Transport Department.
-
B.
Regional Transport Office, Nagpur
The Regional Transport Office, Nagpur is a government agency in Nagpur responsible for vehicle registration, driver licensing, and enforcement of transport regulations under the Maharashtra state transport department.
-
C.
Regional Transport Office, Nashik
The Regional Transport Office, Nashik is a local government authority in Nashik responsible for vehicle registration, driver licensing, and enforcement of transport regulations under the Maharashtra Transport Department.
-
D.
Regional Transport Office, Aurangabad
The Regional Transport Office, Aurangabad is a local government agency in Maharashtra responsible for vehicle registration, driver licensing, and enforcement of transport regulations in the Aurangabad region.
-
E.
Nanded Regional Transport Office
Nanded Regional Transport Office is a government authority in Maharashtra responsible for vehicle registration, driver licensing, and enforcement of transport regulations in the Nanded 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: Regional Transport Office, Pune Triple: [Transport Department, Government of Maharashtra, hasSubUnit, Regional Transport Office, Pune]
Generated description
The Regional Transport Office, Pune is a government agency in Maharashtra responsible for vehicle registration, driver licensing, and enforcement of transport regulations in the Pune region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Regional Transport Office, Pune Target entity description: The Regional Transport Office, Pune is a government agency in Maharashtra responsible for vehicle registration, driver licensing, and enforcement of transport regulations in the Pune region.
-
A.
Regional Transport Office, Mumbai
The Regional Transport Office, Mumbai is the city’s primary government agency responsible for vehicle registration, driver licensing, and enforcement of motor vehicle regulations under the Maharashtra Transport Department.
-
B.
Regional Transport Office, Nagpur
The Regional Transport Office, Nagpur is a government agency in Nagpur responsible for vehicle registration, driver licensing, and enforcement of transport regulations under the Maharashtra state transport department.
-
C.
Regional Transport Office, Nashik
The Regional Transport Office, Nashik is a local government authority in Nashik responsible for vehicle registration, driver licensing, and enforcement of transport regulations under the Maharashtra Transport Department.
-
D.
Regional Transport Office, Aurangabad
The Regional Transport Office, Aurangabad is a local government agency in Maharashtra responsible for vehicle registration, driver licensing, and enforcement of transport regulations in the Aurangabad region.
-
E.
Nanded Regional Transport Office
Nanded Regional Transport Office is a government authority in Maharashtra responsible for vehicle registration, driver licensing, and enforcement of transport regulations in the Nanded 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_69d8dd04f4488190b1121cc53ef2bfd6 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e2e82ec08190873186ff51e89d86 |
completed | April 20, 2026, 8:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05dd8ec26c8190937a48220d165fa5 |
completed | May 14, 2026, 2:34 p.m. |
| NEDg | Description generation | batch_6a05e1e3adcc819085c5044918fe2178 |
completed | May 14, 2026, 2:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05e240abdc81909b9486e6027d5756 |
completed | May 14, 2026, 2:54 p.m. |
Created at: April 10, 2026, 12:04 p.m.