Triple
T7124996
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Road Transport and Highways, Government of India |
E166036
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Transport Research Division
Transport Research Division is a specialized unit under India’s Ministry of Road Transport and Highways that conducts research, analysis, and policy support on road transport systems and related issues.
|
E644070
|
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 Research Division | Statement: [Ministry of Road Transport and Highways, Government of India, hasDivision, Transport Research Division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transport Research Division Context triple: [Ministry of Road Transport and Highways, Government of India, hasDivision, Transport Research Division]
-
A.
Transport Research Laboratory
Transport Research Laboratory is a leading UK-based center for transport and mobility research, providing evidence-based analysis and consultancy to improve road safety, infrastructure, and transportation policy worldwide.
-
B.
Railway Technical Centre
The Railway Technical Centre is a major British rail research and development facility in Derby that has historically served as the central hub for engineering, testing, and innovation for the UK railway industry.
-
C.
National Technical Research Organisation
The National Technical Research Organisation is India’s premier technical intelligence agency, responsible for gathering and analyzing signals, cyber, and satellite intelligence to support national security and defense operations.
-
D.
Centre for Collaboration with Transport Sector
The Centre for Collaboration with Transport Sector is a specialized unit within the Norwegian Institute of Public Health that focuses on coordinating research and initiatives related to health and safety in the transport sector.
-
E.
Transportation Research Board
The Transportation Research Board is a division of the National Academies of Sciences, Engineering, and Medicine that provides leadership in transportation innovation and research to improve mobility, safety, and infrastructure.
- 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 Research Division Triple: [Ministry of Road Transport and Highways, Government of India, hasDivision, Transport Research Division]
Generated description
Transport Research Division is a specialized unit under India’s Ministry of Road Transport and Highways that conducts research, analysis, and policy support on road transport systems and related issues.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Transport Research Division Target entity description: Transport Research Division is a specialized unit under India’s Ministry of Road Transport and Highways that conducts research, analysis, and policy support on road transport systems and related issues.
-
A.
Transport Research Laboratory
Transport Research Laboratory is a leading UK-based center for transport and mobility research, providing evidence-based analysis and consultancy to improve road safety, infrastructure, and transportation policy worldwide.
-
B.
Railway Technical Centre
The Railway Technical Centre is a major British rail research and development facility in Derby that has historically served as the central hub for engineering, testing, and innovation for the UK railway industry.
-
C.
National Technical Research Organisation
The National Technical Research Organisation is India’s premier technical intelligence agency, responsible for gathering and analyzing signals, cyber, and satellite intelligence to support national security and defense operations.
-
D.
Centre for Collaboration with Transport Sector
The Centre for Collaboration with Transport Sector is a specialized unit within the Norwegian Institute of Public Health that focuses on coordinating research and initiatives related to health and safety in the transport sector.
-
E.
Transportation Research Board
The Transportation Research Board is a division of the National Academies of Sciences, Engineering, and Medicine that provides leadership in transportation innovation and research to improve mobility, safety, and infrastructure.
- 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_69c6888350588190870cd552b427a1cd |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e64c0f688190a9b7482d86c2f033 |
completed | March 27, 2026, 8:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7a331ff988190886bde89035623c0 |
completed | March 28, 2026, 9:45 a.m. |
| NEDg | Description generation | batch_69c7a46d95b88190bbadf3e8d1788489 |
completed | March 28, 2026, 9:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7a52e6a1c8190bf45e0aa7a920baf |
completed | March 28, 2026, 9:53 a.m. |
Created at: March 27, 2026, 2:44 p.m.