Triple

T12715641
Position Surface form Disambiguated ID Type / Status
Subject Begusarai E303830 entity
Predicate nearbyIndustrialTown P3883 FINISHED
Object Barauni
Barauni is a major industrial town in Bihar, India, known for its large oil refinery and petrochemical complex.
E999663 NE FINISHED

How this triple was built (5 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: Barauni | Statement: [Begusarai, nearbyIndustrialTown, Barauni]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barauni
Context triple: [Begusarai, nearbyIndustrialTown, Barauni]
  • A. Bhadohi
    Bhadohi is a city in Uttar Pradesh, India, renowned as a major center for carpet weaving and often referred to as the "Carpet City" of the country.
  • B. Barabanki
    Barabanki is a town and district headquarters in the Indian state of Uttar Pradesh, known for its agricultural economy and proximity to the state capital, Lucknow.
  • C. Partapur
    Partapur is a locality in Meerut district of Uttar Pradesh, India, known for its proximity to the Dr. Bhimrao Ambedkar Airstrip and its growing urban and institutional development.
  • D. Begusarai
    Begusarai is an industrial and agricultural city in the Indian state of Bihar, known for its oil refinery and role as a regional commercial hub.
  • E. Purnia
    Purnia is a major city in northeastern India known as a commercial and agricultural hub of the Seemanchal 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: Barauni
Triple: [Begusarai, nearbyIndustrialTown, Barauni]
Generated description
Barauni is a major industrial town in Bihar, India, known for its large oil refinery and petrochemical complex.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barauni
Target entity description: Barauni is a major industrial town in Bihar, India, known for its large oil refinery and petrochemical complex.
  • A. Bhadohi
    Bhadohi is a city in Uttar Pradesh, India, renowned as a major center for carpet weaving and often referred to as the "Carpet City" of the country.
  • B. Barabanki
    Barabanki is a town and district headquarters in the Indian state of Uttar Pradesh, known for its agricultural economy and proximity to the state capital, Lucknow.
  • C. Partapur
    Partapur is a locality in Meerut district of Uttar Pradesh, India, known for its proximity to the Dr. Bhimrao Ambedkar Airstrip and its growing urban and institutional development.
  • D. Begusarai
    Begusarai is an industrial and agricultural city in the Indian state of Bihar, known for its oil refinery and role as a regional commercial hub.
  • E. Purnia
    Purnia is a major city in northeastern India known as a commercial and agricultural hub of the Seemanchal region.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: nearbyIndustrialTown
Context triple: [Begusarai, nearbyIndustrialTown, Barauni]
  • A. hasIndustrialTown
    Indicates that an entity possesses or is associated with a town characterized primarily by industrial activities or facilities.
  • B. hasNearbyIndustry
    Indicates that an entity is located close to one or more industrial facilities or activities.
  • C. formerIndustrialTown
    Indicates that a town previously had a significant industrial base or economy but no longer does.
  • D. isIndustrialSuburbOf
    Indicates that one place is a suburb characterized by industrial land use and functions that is located within or adjacent to another, typically larger, urban area.
  • E. hasNearbyTown chosen
    Indicates that one location has a town situated close to it in geographic proximity.
  • F. None of above.

Provenance (6 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_69d7bdf084148190ab9d513dc0735af4 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9620bd6148190a2f50067a4c18c14 completed April 10, 2026, 8:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f67c802e248190865a6561ad1bf0b6 completed May 2, 2026, 10:36 p.m.
NEDg Description generation batch_69f67d64ed3481908d434c20796866f9 completed May 2, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69f67e82e35081909c4b5fad7e941610 completed May 2, 2026, 10:45 p.m.
PD Predicate disambiguation batch_69d960c088dc8190b0e63312c54e4c6c completed April 10, 2026, 8:42 p.m.
Created at: April 9, 2026, 5:23 p.m.