Triple

T14587922
Position Surface form Disambiguated ID Type / Status
Subject Bengaluru railway division E342365 entity
Predicate hasMainStation P1071 FINISHED
Object Banaswadi railway station
Banaswadi railway station is a suburban rail station in Bengaluru, India, serving as a local commuter and regional transit hub within the city’s railway network.
 E1107681 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: Banaswadi railway station | Statement: [Bengaluru railway division, hasMainStation, Banaswadi railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Banaswadi railway station
Context triple: [Bengaluru railway division, hasMainStation, Banaswadi railway station]
  • A. Bhayandar railway station
    Bhayandar railway station is a suburban railway stop on the Western line of the Mumbai Suburban Railway network serving the Bhayandar area in the Mira-Bhayandar region of Maharashtra, India.
  • B. Bangalore Cantonment railway station
    Bangalore Cantonment railway station is a major railway hub in Bengaluru, India, serving the central cantonment area and connecting it to various regional and long-distance destinations.
  • C. Chembur railway station
    Chembur railway station is a suburban rail station in Mumbai, India, serving the Chembur neighborhood on the city’s Harbour Line.
  • D. Kandivali railway station
    Kandivali railway station is a key suburban rail stop in Mumbai, India, serving the Kandivali neighborhood on the city’s busy commuter network.
  • E. Bhandup railway station
    Bhandup railway station is a suburban rail stop on Mumbai’s Central line serving the Bhandup neighborhood and surrounding areas.
  • 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: Banaswadi railway station
Triple: [Bengaluru railway division, hasMainStation, Banaswadi railway station]
Generated description
Banaswadi railway station is a suburban rail station in Bengaluru, India, serving as a local commuter and regional transit hub within the city’s railway network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Banaswadi railway station
Target entity description: Banaswadi railway station is a suburban rail station in Bengaluru, India, serving as a local commuter and regional transit hub within the city’s railway network.
  • A. Bhayandar railway station
    Bhayandar railway station is a suburban railway stop on the Western line of the Mumbai Suburban Railway network serving the Bhayandar area in the Mira-Bhayandar region of Maharashtra, India.
  • B. Bangalore Cantonment railway station
    Bangalore Cantonment railway station is a major railway hub in Bengaluru, India, serving the central cantonment area and connecting it to various regional and long-distance destinations.
  • C. Chembur railway station
    Chembur railway station is a suburban rail station in Mumbai, India, serving the Chembur neighborhood on the city’s Harbour Line.
  • D. Kandivali railway station
    Kandivali railway station is a key suburban rail stop in Mumbai, India, serving the Kandivali neighborhood on the city’s busy commuter network.
  • E. Bhandup railway station
    Bhandup railway station is a suburban rail stop on Mumbai’s Central line serving the Bhandup neighborhood and surrounding areas.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4237d88819097f3f9a40f5be152 completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94c1768881909eebb0dae15ac964 completed May 8, 2026, 7:46 a.m.
NEDg Description generation batch_69fd95e381948190b162cdd61b4dc353 completed May 8, 2026, 7:50 a.m.
NED2 Entity disambiguation (via description) batch_69fd96b9728081909404c21370bde85b completed May 8, 2026, 7:54 a.m.
Created at: April 10, 2026, 1:24 a.m.