Triple

T12306840
Position Surface form Disambiguated ID Type / Status
Subject Outer Ring Road, Bangalore E293373 entity
Predicate partOf P40 FINISHED
Object Bengaluru road network
The Bengaluru road network is the extensive system of arterial roads, ring roads, and connecting streets that supports the city’s urban mobility and links its major residential, commercial, and IT hubs.
 E973513 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: Bengaluru road network | Statement: [Outer Ring Road, Bangalore, partOf, Bengaluru road network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bengaluru road network
Context triple: [Outer Ring Road, Bangalore, partOf, Bengaluru road network]
  • 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. Bengaluru railway network
    The Bengaluru railway network is an extensive rail system serving the city of Bengaluru and its surrounding urban region, connecting it to major destinations across India through multiple junctions and suburban lines.
  • C. National Highway network of Karnataka
    The National Highway network of Karnataka is an extensive system of major roads that connects key cities, towns, and economic hubs across the Indian state of Karnataka and links it to neighboring states.
  • D. Kolkata road network
    The Kolkata road network is the extensive system of roads, bridges, and expressways that connects the city of Kolkata and its surrounding regions, facilitating urban and regional transportation.
  • E. Bengaluru–Mysuru highway
    The Bengaluru–Mysuru highway is a major arterial road in the Indian state of Karnataka that connects the capital city Bengaluru with the historic city of Mysuru, facilitating significant regional travel and commerce.
  • 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: Bengaluru road network
Triple: [Outer Ring Road, Bangalore, partOf, Bengaluru road network]
Generated description
The Bengaluru road network is the extensive system of arterial roads, ring roads, and connecting streets that supports the city’s urban mobility and links its major residential, commercial, and IT hubs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bengaluru road network
Target entity description: The Bengaluru road network is the extensive system of arterial roads, ring roads, and connecting streets that supports the city’s urban mobility and links its major residential, commercial, and IT hubs.
  • 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. Bengaluru railway network
    The Bengaluru railway network is an extensive rail system serving the city of Bengaluru and its surrounding urban region, connecting it to major destinations across India through multiple junctions and suburban lines.
  • C. National Highway network of Karnataka
    The National Highway network of Karnataka is an extensive system of major roads that connects key cities, towns, and economic hubs across the Indian state of Karnataka and links it to neighboring states.
  • D. Kolkata road network
    The Kolkata road network is the extensive system of roads, bridges, and expressways that connects the city of Kolkata and its surrounding regions, facilitating urban and regional transportation.
  • E. Bengaluru–Mysuru highway
    The Bengaluru–Mysuru highway is a major arterial road in the Indian state of Karnataka that connects the capital city Bengaluru with the historic city of Mysuru, facilitating significant regional travel and commerce.
  • 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_69d6ab6a2b50819082f6aedd32ed608a completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f00695c8190b7365e4593631690 completed April 10, 2026, 6:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e8243d48190baf25b2927de6c62 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f5d746c8190b5b0edfc4832bc6c completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f62045b20c819083c755fbe99a9a7f completed May 2, 2026, 4:03 p.m.
Created at: April 8, 2026, 9:53 p.m.