Triple
T22051024
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tamil Nadu State Highway network |
E544881
|
entity |
| Predicate | upgradePolicy |
P51386
|
FINISHED |
| Object | progressive widening and strengthening |
—
|
LITERAL 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: progressive widening and strengthening | Statement: [Tamil Nadu State Highway network, upgradePolicy, progressive widening and strengthening]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: upgradePolicy Context triple: [Tamil Nadu State Highway network, upgradePolicy, progressive widening and strengthening]
-
A.
upgradeGoal
Indicates that an entity has a target or intended improvement to a higher level, version, or state relative to its current condition.
-
B.
upgradeType
Indicates the specific kind or category of improvement or enhancement applied to an entity relative to its previous state.
-
C.
upgradePath
Indicates the relationship by which one entity can be improved, enhanced, or transitioned into another, typically more advanced, version or state.
-
D.
upgradeFor
Indicates that one entity serves as an improved or enhanced replacement for another entity.
-
E.
upgradeMethod
chosen
Indicates the method or process by which something is improved, updated, or elevated to a higher level or version.
- F. None of above.
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_69e11e32445c8190ab97089b48a130bb |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f1283386f081908b70df81f38a5b1c |
completed | April 28, 2026, 9:35 p.m. |
| PD | Predicate disambiguation | batch_69e6f643ca74819083e8ab78e843f243 |
completed | April 21, 2026, 4 a.m. |
Created at: April 16, 2026, 8:26 p.m.