Triple
T7124998
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Road Transport and Highways, Government of India |
E166036
|
entity |
| Predicate | implementsProgram |
P24641
|
FINISHED |
| Object |
National Highways Development Project
The National Highways Development Project is a major Indian infrastructure initiative aimed at expanding, modernizing, and improving the country’s national highway network to enhance connectivity and support economic growth.
|
E644997
|
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: National Highways Development Project | Statement: [Ministry of Road Transport and Highways, Government of India, implementsProgram, National Highways Development Project]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Highways Development Project Context triple: [Ministry of Road Transport and Highways, Government of India, implementsProgram, National Highways Development Project]
-
A.
Bharatmala Pariyojana
Bharatmala Pariyojana is a flagship Indian highway development program aimed at optimizing freight and passenger movement by building and upgrading an extensive network of economic corridors, border and coastal roads, and expressways across the country.
-
B.
Delhi–Mumbai Expressway
The Delhi–Mumbai Expressway is a major under-construction, high-speed, access-controlled highway designed to significantly reduce travel time and boost connectivity between India’s national capital, Delhi, and its financial hub, Mumbai.
-
C.
Purvanchal Expressway
Purvanchal Expressway is a major access-controlled expressway in northern India that enhances connectivity across eastern Uttar Pradesh, linking rural regions with key urban and economic centers.
-
D.
Bundelkhand Expressway
Bundelkhand Expressway is a major access-controlled highway in India that connects the Bundelkhand region to key economic and administrative centers in Uttar Pradesh, improving regional connectivity and development.
-
E.
Agra–Lucknow Expressway
The Agra–Lucknow Expressway is a major six-lane, access-controlled expressway in India that significantly reduces travel time between Agra and the state capital Lucknow and serves as a key transport and economic corridor in Uttar 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: National Highways Development Project Triple: [Ministry of Road Transport and Highways, Government of India, implementsProgram, National Highways Development Project]
Generated description
The National Highways Development Project is a major Indian infrastructure initiative aimed at expanding, modernizing, and improving the country’s national highway network to enhance connectivity and support economic growth.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Highways Development Project Target entity description: The National Highways Development Project is a major Indian infrastructure initiative aimed at expanding, modernizing, and improving the country’s national highway network to enhance connectivity and support economic growth.
-
A.
Bharatmala Pariyojana
Bharatmala Pariyojana is a flagship Indian highway development program aimed at optimizing freight and passenger movement by building and upgrading an extensive network of economic corridors, border and coastal roads, and expressways across the country.
-
B.
Delhi–Mumbai Expressway
The Delhi–Mumbai Expressway is a major under-construction, high-speed, access-controlled highway designed to significantly reduce travel time and boost connectivity between India’s national capital, Delhi, and its financial hub, Mumbai.
-
C.
Purvanchal Expressway
Purvanchal Expressway is a major access-controlled expressway in northern India that enhances connectivity across eastern Uttar Pradesh, linking rural regions with key urban and economic centers.
-
D.
Bundelkhand Expressway
Bundelkhand Expressway is a major access-controlled highway in India that connects the Bundelkhand region to key economic and administrative centers in Uttar Pradesh, improving regional connectivity and development.
-
E.
Agra–Lucknow Expressway
The Agra–Lucknow Expressway is a major six-lane, access-controlled expressway in India that significantly reduces travel time between Agra and the state capital Lucknow and serves as a key transport and economic corridor in Uttar Pradesh.
- 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_69c7ad899dc081908808dc60015fd19e |
completed | March 28, 2026, 10:29 a.m. |
| NEDg | Description generation | batch_69c7ae27c7c88190b456c9a5bf439370 |
completed | March 28, 2026, 10:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7aeb68c3481909c6dff8ee51349ab |
completed | March 28, 2026, 10:34 a.m. |
Created at: March 27, 2026, 2:44 p.m.