Triple
T3357979
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HITEC City |
E70649
|
entity |
| Predicate | hasRoadConnection |
P385
|
FINISHED |
| Object |
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.
|
E351010
|
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: Outer Ring Road Hyderabad | Statement: [HITEC City, hasRoadConnection, Outer Ring Road Hyderabad]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Outer Ring Road Hyderabad Context triple: [HITEC City, hasRoadConnection, Outer Ring Road Hyderabad]
-
A.
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.
-
B.
Ring Road, Delhi
Ring Road, Delhi is a major arterial circular highway encircling central parts of Delhi, connecting key landmarks, residential areas, and commercial hubs across the city.
-
C.
Hosur Road
Hosur Road is a major arterial highway in Bengaluru, India, connecting the city center with key southern suburbs and industrial hubs such as Electronics City.
-
D.
Financial District, Hyderabad
Financial District, Hyderabad is a major business and IT hub in the city, hosting numerous multinational corporations, technology parks, and financial institutions.
-
E.
Outer Ring Road IT corridor
The Outer Ring Road IT corridor is a major technology and business hub in Bengaluru, lined with large IT parks, multinational company offices, and supporting commercial infrastructure.
- 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: Outer Ring Road Hyderabad Triple: [HITEC City, hasRoadConnection, Outer Ring Road Hyderabad]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Outer Ring Road Hyderabad Target entity description: 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.
-
A.
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.
-
B.
Ring Road, Delhi
Ring Road, Delhi is a major arterial circular highway encircling central parts of Delhi, connecting key landmarks, residential areas, and commercial hubs across the city.
-
C.
Hosur Road
Hosur Road is a major arterial highway in Bengaluru, India, connecting the city center with key southern suburbs and industrial hubs such as Electronics City.
-
D.
Financial District, Hyderabad
Financial District, Hyderabad is a major business and IT hub in the city, hosting numerous multinational corporations, technology parks, and financial institutions.
-
E.
Outer Ring Road IT corridor
The Outer Ring Road IT corridor is a major technology and business hub in Bengaluru, lined with large IT parks, multinational company offices, and supporting commercial infrastructure.
- 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_69ad85a660c48190998489309a3b4869 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb244435c81908e35d2aa36ec4f46 |
completed | March 8, 2026, 5:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3253e91988190bbfdafdf88ab0df1 |
completed | March 12, 2026, 8:42 p.m. |
| NEDg | Description generation | batch_69b326cc82788190b68f1db043f21055 |
completed | March 12, 2026, 8:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3276b55a0819094face2e56001921 |
completed | March 12, 2026, 8:51 p.m. |
Created at: March 8, 2026, 3:13 p.m.