Triple
T19102330
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PB-05 |
E467563
|
entity |
| Predicate | jurisdiction |
P82
|
FINISHED |
| Object |
Ferozepur Regional Transport Office
The Ferozepur Regional Transport Office is a government authority in Punjab, India responsible for vehicle registration, driver licensing, and enforcement of transport regulations in the Ferozepur region.
|
E1358514
|
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: Ferozepur Regional Transport Office | Statement: [PB-05, jurisdiction, Ferozepur Regional Transport Office]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ferozepur Regional Transport Office Context triple: [PB-05, jurisdiction, Ferozepur Regional Transport Office]
-
A.
Punjab Transport Department
The Punjab Transport Department is the provincial government body in Pakistan responsible for regulating, planning, and overseeing transportation services and infrastructure within Punjab.
-
B.
Ferozepur Municipal Council
Ferozepur Municipal Council is the local self-governing urban body responsible for civic administration and infrastructure in the city of Ferozepur, Punjab, India.
-
C.
Punjab Mass Transit Authority
The Punjab Mass Transit Authority is a government agency in Pakistan responsible for planning, operating, and regulating large-scale urban public transport systems such as bus rapid transit networks.
-
D.
Regional Transport Office Amritsar
Regional Transport Office Amritsar is the government authority in Amritsar responsible for vehicle registration, driver licensing, and enforcement of transport regulations in its region.
-
E.
Regional Transport Office Nadiad
Regional Transport Office Nadiad is a government motor vehicle and driver licensing authority serving the Nadiad region in the Indian state of Gujarat.
- 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: Ferozepur Regional Transport Office Triple: [PB-05, jurisdiction, Ferozepur Regional Transport Office]
Generated description
The Ferozepur Regional Transport Office is a government authority in Punjab, India responsible for vehicle registration, driver licensing, and enforcement of transport regulations in the Ferozepur region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ferozepur Regional Transport Office Target entity description: The Ferozepur Regional Transport Office is a government authority in Punjab, India responsible for vehicle registration, driver licensing, and enforcement of transport regulations in the Ferozepur region.
-
A.
Punjab Transport Department
The Punjab Transport Department is the provincial government body in Pakistan responsible for regulating, planning, and overseeing transportation services and infrastructure within Punjab.
-
B.
Ferozepur Municipal Council
Ferozepur Municipal Council is the local self-governing urban body responsible for civic administration and infrastructure in the city of Ferozepur, Punjab, India.
-
C.
Punjab Mass Transit Authority
The Punjab Mass Transit Authority is a government agency in Pakistan responsible for planning, operating, and regulating large-scale urban public transport systems such as bus rapid transit networks.
-
D.
Regional Transport Office Amritsar
Regional Transport Office Amritsar is the government authority in Amritsar responsible for vehicle registration, driver licensing, and enforcement of transport regulations in its region.
-
E.
Regional Transport Office Nadiad
Regional Transport Office Nadiad is a government motor vehicle and driver licensing authority serving the Nadiad region in the Indian state of Gujarat.
- 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_69d8dd05ac4c8190b1967d8f97f3fb2f |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e36e9bfc8190bbaccab169394d99 |
completed | April 20, 2026, 8:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05dd9dae4c8190ae5950a27ac670cb |
completed | May 14, 2026, 2:35 p.m. |
| NEDg | Description generation | batch_6a05e0a88664819083e3385c1cc5db34 |
completed | May 14, 2026, 2:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05e12912e4819089dfef296b0f8980 |
completed | May 14, 2026, 2:50 p.m. |
Created at: April 10, 2026, 12:04 p.m.