Triple

T3961114
Position Surface form Disambiguated ID Type / Status
Subject Hinjawadi IT Park E85904 entity
Predicate nearTo P350 FINISHED
Object 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.
E401503 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: Pune–Bengaluru Highway | Statement: [Hinjawadi IT Park, nearTo, Pune–Bengaluru Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pune–Bengaluru Highway
Context triple: [Hinjawadi IT Park, nearTo, Pune–Bengaluru Highway]
  • A. Chennai–Bengaluru highway
    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. Mumbai–Pune Expressway
    The Mumbai–Pune Expressway is India’s first six-lane, access-controlled, high-speed expressway linking the cities of Mumbai and Pune through the Western Ghats.
  • C. 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.
  • D. Delhi–Jaipur highway corridor
    The Delhi–Jaipur highway corridor is a major road link in northern India connecting the national capital region around Delhi with the city of Jaipur, facilitating significant commuter and freight traffic.
  • E. Prithvi Highway
    Prithvi Highway is a major roadway in Nepal that links the capital, Kathmandu, with the city of Pokhara and serves as one of the country’s most important transport corridors.
  • 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: Pune–Bengaluru Highway
Triple: [Hinjawadi IT Park, nearTo, Pune–Bengaluru Highway]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pune–Bengaluru Highway
Target entity description: 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.
  • A. Chennai–Bengaluru highway
    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. Mumbai–Pune Expressway
    The Mumbai–Pune Expressway is India’s first six-lane, access-controlled, high-speed expressway linking the cities of Mumbai and Pune through the Western Ghats.
  • C. 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.
  • D. Delhi–Jaipur highway corridor
    The Delhi–Jaipur highway corridor is a major road link in northern India connecting the national capital region around Delhi with the city of Jaipur, facilitating significant commuter and freight traffic.
  • E. Prithvi Highway
    Prithvi Highway is a major roadway in Nepal that links the capital, Kathmandu, with the city of Pokhara and serves as one of the country’s most important transport corridors.
  • 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_69aed93a96908190bcbdbfa718f155bd completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef9602a7c81909743672392f832f6 completed March 9, 2026, 4:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b533b8e00c819093af24f27eee793b completed March 14, 2026, 10:08 a.m.
NEDg Description generation batch_69b5346fb3648190b2b72e10179588ed completed March 14, 2026, 10:11 a.m.
NED2 Entity disambiguation (via description) batch_69b534e98b8081909c2b71ff20fe0bb4 completed March 14, 2026, 10:14 a.m.
Created at: March 9, 2026, 3:31 p.m.