Triple

T9686504
Position Surface form Disambiguated ID Type / Status
Subject Raichur railway station E234420 entity
Predicate connectsTo P845 FINISHED
Object Guntakal
Guntakal is a major railway junction town in Andhra Pradesh, India, serving as an important transit hub on several key rail routes in southern India.
 E848722 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: Guntakal | Statement: [Raichur railway station, connectsTo, Guntakal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Guntakal
Context triple: [Raichur railway station, connectsTo, Guntakal]
  • A. Guntur
    Guntur is a major city in the Indian state of Andhra Pradesh, known historically as an important administrative and commercial center in southeastern India.
  • B. Machilipatnam
    Machilipatnam is a coastal city in the Indian state of Andhra Pradesh, historically known as a significant port and trading center on the Bay of Bengal.
  • C. Gudivada
    Gudivada is a town in the Indian state of Andhra Pradesh known as a local commercial and educational center in the Krishna River delta region.
  • D. Rajahmundry
    Rajahmundry is a historic city in the Indian state of Andhra Pradesh, known as a major cultural and commercial center in the Godavari region.
  • E. Kurnool
    Kurnool is a prominent city in the Indian state of Andhra Pradesh, known historically as a former capital and a key commercial and educational center in the region.
  • 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: Guntakal
Triple: [Raichur railway station, connectsTo, Guntakal]
Generated description
Guntakal is a major railway junction town in Andhra Pradesh, India, serving as an important transit hub on several key rail routes in southern India.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Guntakal
Target entity description: Guntakal is a major railway junction town in Andhra Pradesh, India, serving as an important transit hub on several key rail routes in southern India.
  • A. Guntur
    Guntur is a major city in the Indian state of Andhra Pradesh, known historically as an important administrative and commercial center in southeastern India.
  • B. Machilipatnam
    Machilipatnam is a coastal city in the Indian state of Andhra Pradesh, historically known as a significant port and trading center on the Bay of Bengal.
  • C. Gudivada
    Gudivada is a town in the Indian state of Andhra Pradesh known as a local commercial and educational center in the Krishna River delta region.
  • D. Rajahmundry
    Rajahmundry is a historic city in the Indian state of Andhra Pradesh, known as a major cultural and commercial center in the Godavari region.
  • E. Kurnool
    Kurnool is a prominent city in the Indian state of Andhra Pradesh, known historically as a former capital and a key commercial and educational center in the region.
  • 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_69ca84ca73208190957a900c8543bdcc completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9cd2dab481908e0d3fed28de9d40 completed April 1, 2026, 10:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69d380c81c7c81908361d237d79f1ff0 completed April 6, 2026, 9:45 a.m.
NEDg Description generation batch_69d3aa1f726081908c9d10b6d8e72cf0 completed April 6, 2026, 12:42 p.m.
NED2 Entity disambiguation (via description) batch_69d3aaca10c48190aab14dba027190ae completed April 6, 2026, 12:44 p.m.
Created at: March 30, 2026, 8:17 p.m.