Triple

T2273570
Position Surface form Disambiguated ID Type / Status
Subject Darbhanga district E50716 entity
Predicate borderedByDistrict P224 FINISHED
Object Muzaffarpur district
Muzaffarpur district is an administrative region in the Indian state of Bihar, known for its litchi production and as a commercial and educational hub in northern Bihar.
E254794 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: Muzaffarpur district | Statement: [Darbhanga district, borderedByDistrict, Muzaffarpur district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Muzaffarpur district
Context triple: [Darbhanga district, borderedByDistrict, Muzaffarpur district]
  • A. Sitamarhi district
    Sitamarhi district is an administrative region in the Indian state of Bihar, known for its cultural heritage and association with the Maithili-speaking Mithila region.
  • B. Samastipur district
    Samastipur district is an administrative region in the Indian state of Bihar, known for its agricultural economy and cultural use of the Maithili language.
  • C. Darbhanga district
    Darbhanga district is a region in the northern part of Bihar, India, known as a cultural and historical center of the Mithila area.
  • D. Ballia district
    Ballia district is an administrative region in the eastern part of Uttar Pradesh, India, historically notable as the birthplace of Indian independence revolutionary Mangal Pandey.
  • E. Bhojpur district
    Bhojpur district is an administrative region in the Indian state of Bihar, historically significant as the birthplace of the 19th-century freedom fighter Kunwar Singh.
  • 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: Muzaffarpur district
Triple: [Darbhanga district, borderedByDistrict, Muzaffarpur district]
Generated description
Muzaffarpur district is an administrative region in the Indian state of Bihar, known for its litchi production and as a commercial and educational hub in northern Bihar.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Muzaffarpur district
Target entity description: Muzaffarpur district is an administrative region in the Indian state of Bihar, known for its litchi production and as a commercial and educational hub in northern Bihar.
  • A. Sitamarhi district
    Sitamarhi district is an administrative region in the Indian state of Bihar, known for its cultural heritage and association with the Maithili-speaking Mithila region.
  • B. Samastipur district
    Samastipur district is an administrative region in the Indian state of Bihar, known for its agricultural economy and cultural use of the Maithili language.
  • C. Darbhanga district
    Darbhanga district is a region in the northern part of Bihar, India, known as a cultural and historical center of the Mithila area.
  • D. Ballia district
    Ballia district is an administrative region in the eastern part of Uttar Pradesh, India, historically notable as the birthplace of Indian independence revolutionary Mangal Pandey.
  • E. Bhojpur district
    Bhojpur district is an administrative region in the Indian state of Bihar, historically significant as the birthplace of the 19th-century freedom fighter Kunwar Singh.
  • 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_69a88b05910c8190a9a2b1ff230c85f9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc5b3d4988190bceb3dffa9734f4b completed March 7, 2026, 6:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae894a20e0819097f08959f7a062ef completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae89e2efd48190a2f0a4702dcbc081 completed March 9, 2026, 8:50 a.m.
NED2 Entity disambiguation (via description) batch_69ae8a7726dc8190a18f7f1e1609253a completed March 9, 2026, 8:53 a.m.
Created at: March 4, 2026, 7:48 p.m.