Triple

T7852266
Position Surface form Disambiguated ID Type / Status
Subject Buldhana district E182083 entity
Predicate hasMajorRailwayStation P1071 FINISHED
Object Khamgaon railway station
Khamgaon railway station is a key rail transit point serving the town of Khamgaon and surrounding areas in Maharashtra’s Buldhana district.
 E698734 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Khamgaon railway station | Statement: [Buldhana district, hasMajorRailwayStation, Khamgaon railway station]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Khamgaon railway station
Context triple: [Buldhana district, hasMajorRailwayStation, Khamgaon railway station]
  • A. Tamluk railway station
    Tamluk railway station is a regional rail transit hub serving the town of Tamluk in West Bengal, India, connecting it to nearby cities and the broader railway network.
  • B. Kamakhya Junction railway station
    Kamakhya Junction railway station is a major rail hub in Guwahati, Assam, serving as an important gateway to the region and the nearby Kamakhya Temple.
  • C. Hatia railway station
    Hatia railway station is a major rail hub in Ranchi, Jharkhand, connecting the city to numerous regional and long-distance destinations across India.
  • D. Buxar railway station
    Buxar railway station is a passenger rail station in Buxar, Bihar, that serves as an important stop on the Howrah–Delhi main line of Indian Railways.
  • E. Jalpaiguri Road railway station
    Jalpaiguri Road railway station is a key railway junction serving the Jalpaiguri region in West Bengal, India, connecting it to major cities and routes in the northeastern rail network.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Khamgaon railway station
Target entity description: Khamgaon railway station is a key rail transit point serving the town of Khamgaon and surrounding areas in Maharashtra’s Buldhana district.
  • A. Tamluk railway station
    Tamluk railway station is a regional rail transit hub serving the town of Tamluk in West Bengal, India, connecting it to nearby cities and the broader railway network.
  • B. Kamakhya Junction railway station
    Kamakhya Junction railway station is a major rail hub in Guwahati, Assam, serving as an important gateway to the region and the nearby Kamakhya Temple.
  • C. Hatia railway station
    Hatia railway station is a major rail hub in Ranchi, Jharkhand, connecting the city to numerous regional and long-distance destinations across India.
  • D. Buxar railway station
    Buxar railway station is a passenger rail station in Buxar, Bihar, that serves as an important stop on the Howrah–Delhi main line of Indian Railways.
  • E. Jalpaiguri Road railway station
    Jalpaiguri Road railway station is a key railway junction serving the Jalpaiguri region in West Bengal, India, connecting it to major cities and routes in the northeastern rail network.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Khamgaon railway station
Triple: [Buldhana district, hasMajorRailwayStation, Khamgaon railway station]
Generated description
Khamgaon railway station is a key rail transit point serving the town of Khamgaon and surrounding areas in Maharashtra’s Buldhana district.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69ca82869ee08190b8f9040dbc2c0467 elicitation completed
NER batch_69cb18ec48548190960bd564a60effa8 ner completed
NED1 batch_69cb5b161a4881909641f3a29c1650b4 ned_source_triple completed
NED2 batch_69cb766e41fc8190a08f07d04774053a ned_description completed
NEDg batch_69cb5f1c9ef08190b1b79482f39966c7 nedg completed
Created at: March 30, 2026, 4:51 p.m.