Triple
T14277711
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shamshabad |
E353956
|
entity |
| Predicate | connectedByHighway |
P385
|
FINISHED |
| Object | Outer Ring Road, Hyderabad |
E1083198
|
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: Outer Ring Road, Hyderabad | Statement: [Shamshabad, connectedByHighway, Outer Ring Road, Hyderabad]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Outer Ring Road, Hyderabad Context triple: [Shamshabad, connectedByHighway, Outer Ring Road, Hyderabad]
-
A.
Outer Ring Road Hyderabad
Outer Ring Road Hyderabad is a major expressway encircling Hyderabad that improves regional connectivity and provides fast access to key hubs like HITEC City and the city’s airports and highways.
-
B.
Hyderabad Outer Ring Road
chosen
Hyderabad Outer Ring Road is a major expressway encircling Hyderabad, India, designed to ease traffic congestion and improve connectivity between the city and its suburbs, airports, and national highways.
-
C.
Inner Ring Road Hyderabad
Inner Ring Road Hyderabad is a major arterial roadway in Hyderabad, India, that helps divert traffic around the city’s core and connects several key commercial and residential areas.
-
D.
Outer Ring Road, Bangalore
Outer Ring Road, Bangalore is a major arterial highway encircling much of Bengaluru, connecting key suburbs, IT hubs, and commercial areas across the city.
-
E.
Inner Ring Road, Bangalore
Inner Ring Road, Bangalore is a major arterial road in Bengaluru that helps form part of the city’s inner traffic loop, linking key commercial and residential areas and easing cross-city connectivity.
- 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_69d8278d25148190abf1a8c8f5f533ad |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de6583f0ec81909ebfc7a2c6351ff8 |
completed | April 14, 2026, 4:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd3d1884f481908ea266c1651c4b59 |
completed | May 8, 2026, 1:32 a.m. |
Created at: April 10, 2026, 1:10 a.m.