Triple
T15400179
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tiruvallur district |
E368292
|
entity |
| Predicate | hasTransportInfrastructure |
P2560
|
FINISHED |
| Object | Chennai–Bengaluru Highway |
E341500
|
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: Chennai–Bengaluru Highway | Statement: [Tiruvallur district, hasTransportInfrastructure, Chennai–Bengaluru Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chennai–Bengaluru Highway Context triple: [Tiruvallur district, hasTransportInfrastructure, Chennai–Bengaluru Highway]
-
A.
Chennai–Bengaluru highway
chosen
The Chennai–Bengaluru highway is a major arterial road in southern India that connects the metropolitan cities of Chennai in Tamil Nadu and Bengaluru in Karnataka, facilitating significant regional trade and travel.
-
B.
Hyderabad–Bangalore Highway
The Hyderabad–Bangalore Highway is a major Indian national highway that connects the cities of Hyderabad in Telangana and Bengaluru in Karnataka, serving as a key route for intercity travel and commerce in southern India.
-
C.
Hyderabad–Nagpur Highway
The Hyderabad–Nagpur Highway is a major road corridor in India that connects the city of Hyderabad in Telangana with Nagpur in Maharashtra, facilitating regional trade and travel.
-
D.
Pune–Bengaluru Highway
The Pune–Bengaluru Highway is a major segment of India’s National Highway network that connects the cities of Pune in Maharashtra and Bengaluru in Karnataka, serving as a key corridor for regional trade and travel.
-
E.
Hyderabad–Vijayawada Highway
The Hyderabad–Vijayawada Highway is a major roadway in the Indian state of Telangana and Andhra Pradesh that connects the metropolitan city of Hyderabad with the important urban center of Vijayawada, serving as a key route for regional travel and commerce.
- 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_69d85a16c68c819099c1b547fbc87b32 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03e8d89e08190b7cae778d89fb5e1 |
completed | April 16, 2026, 1:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff13567e3481908eb6293c6af35f3a |
completed | May 9, 2026, 10:58 a.m. |
Created at: April 10, 2026, 3:19 a.m.