Triple

T5844904
Position Surface form Disambiguated ID Type / Status
Subject Ratlam E129683 entity
Predicate hasRailwayFacility P918 FINISHED
Object Ratlam Junction railway station
Ratlam Junction railway station is a major railway hub in Madhya Pradesh, India, serving as an important junction on the Western Railway network with extensive passenger and freight connectivity.
 E550644 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: Ratlam Junction railway station | Statement: [Ratlam, hasRailwayFacility, Ratlam Junction railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ratlam Junction railway station
Context triple: [Ratlam, hasRailwayFacility, Ratlam Junction railway station]
  • A. Khandwa Junction railway station
    Khandwa Junction railway station is a major railway hub in Madhya Pradesh, India, serving as an important junction on the Central Railway network and connecting multiple key routes across the region.
  • B. Balaghat Junction railway station
    Balaghat Junction railway station is a key railway hub in Madhya Pradesh, India, serving the town of Balaghat and connecting it to regional and national rail networks.
  • C. Jabalpur Junction railway station
    Jabalpur Junction railway station is a major rail hub in central India, serving the city of Jabalpur and connecting it to numerous regional and national destinations.
  • D. Rajkot Junction railway station
    Rajkot Junction railway station is a major railway hub in Gujarat, India, serving the city of Rajkot with connections to numerous regional and long-distance routes.
  • E. Satna Junction railway station
    Satna Junction railway station is a major rail hub in Madhya Pradesh, India, serving the city of Satna and connecting it to key routes across the Indian Railways network.
  • 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: Ratlam Junction railway station
Triple: [Ratlam, hasRailwayFacility, Ratlam Junction railway station]
Generated description
Ratlam Junction railway station is a major railway hub in Madhya Pradesh, India, serving as an important junction on the Western Railway network with extensive passenger and freight connectivity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ratlam Junction railway station
Target entity description: Ratlam Junction railway station is a major railway hub in Madhya Pradesh, India, serving as an important junction on the Western Railway network with extensive passenger and freight connectivity.
  • A. Khandwa Junction railway station
    Khandwa Junction railway station is a major railway hub in Madhya Pradesh, India, serving as an important junction on the Central Railway network and connecting multiple key routes across the region.
  • B. Balaghat Junction railway station
    Balaghat Junction railway station is a key railway hub in Madhya Pradesh, India, serving the town of Balaghat and connecting it to regional and national rail networks.
  • C. Jabalpur Junction railway station
    Jabalpur Junction railway station is a major rail hub in central India, serving the city of Jabalpur and connecting it to numerous regional and national destinations.
  • D. Rajkot Junction railway station
    Rajkot Junction railway station is a major railway hub in Gujarat, India, serving the city of Rajkot with connections to numerous regional and long-distance routes.
  • E. Satna Junction railway station
    Satna Junction railway station is a major rail hub in Madhya Pradesh, India, serving the city of Satna and connecting it to key routes across the Indian Railways network.
  • 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_69c0084bd31c8190a796bb6284845e83 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c034dcafe88190a438034a539ffa52 completed March 22, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a1a9ffa881908b38eeddb411c4ab completed March 23, 2026, 2:12 a.m.
NEDg Description generation batch_69c0a33b6d4c81908f2adb838a8f3dff completed March 23, 2026, 2:19 a.m.
NED2 Entity disambiguation (via description) batch_69c0a39b21488190ad2d38dde17aadeb completed March 23, 2026, 2:21 a.m.
Created at: March 22, 2026, 3:55 p.m.