Triple
T15240232
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Highway network (India) |
E364234
|
entity |
| Predicate | managedUnder |
P19354
|
FINISHED |
| Object | National Highways Development Project |
E644997
|
NE FINISHED |
How this triple was built (2 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: [National Highway network (India), managedUnder, National Highways Development Project]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Highways Development Project Context triple: [National Highway network (India), managedUnder, National Highways Development Project]
-
A.
National Highways Development Project
chosen
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.
-
B.
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.
-
C.
Delhi–Mumbai Industrial Corridor Project
The Delhi–Mumbai Industrial Corridor Project is a major infrastructure and industrial development initiative in India aimed at creating a high-tech manufacturing and logistics belt between Delhi and Mumbai.
-
D.
Jal Marg Vikas Project
Jal Marg Vikas Project is an Indian government initiative to develop and modernize inland waterways infrastructure, particularly National Waterway-1 on the Ganga, to enable efficient, large-scale cargo and passenger transport.
-
E.
Setu Bharatam
Setu Bharatam is an Indian government initiative aimed at making national highways safer and more efficient by replacing level crossings with rail over-bridges and improving bridge infrastructure across the country.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d85a0dde7481908fc64d1e82d5d20d |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e007db9a148190aadea8d5f8b6b261 |
completed | April 15, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fedd41b7c48190917385c6c61370b2 |
completed | May 9, 2026, 7:07 a.m. |
Created at: April 10, 2026, 3:13 a.m.