Triple

T5926388
Position Surface form Disambiguated ID Type / Status
Subject Marathwada E131820 entity
Predicate hasDistrict P459 FINISHED
Object Parbhani district
Parbhani district is an administrative district in the Marathwada region of Maharashtra, India, known for its predominantly agrarian economy and historical ties to the former Hyderabad State.
E560338 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: Parbhani district | Statement: [Marathwada, hasDistrict, Parbhani district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Parbhani district
Context triple: [Marathwada, hasDistrict, Parbhani district]
  • A. Amravati district
    Amravati district is an administrative district in the state of Maharashtra, India, known for its agricultural economy and as part of the Vidarbha region.
  • B. Bhandara district
    Bhandara district is an administrative district in the Indian state of Maharashtra, located in the Vidarbha region and known for its rice production and lakes.
  • C. Yavatmal district
    Yavatmal district is an administrative district in the Vidarbha region of Maharashtra, India, known for its cotton-growing agriculture and predominantly rural landscape.
  • D. Narmadapuram district
    Narmadapuram district is an administrative region in the central Indian state of Madhya Pradesh, known for its agricultural landscape and proximity to important rivers and forested areas.
  • E. Buldhana
    Buldhana is a district in the Indian state of Maharashtra known for its Marathi-speaking population and use of the Varhadi dialect.
  • 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: Parbhani district
Triple: [Marathwada, hasDistrict, Parbhani district]
Generated description
Parbhani district is an administrative district in the Marathwada region of Maharashtra, India, known for its predominantly agrarian economy and historical ties to the former Hyderabad State.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Parbhani district
Target entity description: Parbhani district is an administrative district in the Marathwada region of Maharashtra, India, known for its predominantly agrarian economy and historical ties to the former Hyderabad State.
  • A. Amravati district
    Amravati district is an administrative district in the state of Maharashtra, India, known for its agricultural economy and as part of the Vidarbha region.
  • B. Bhandara district
    Bhandara district is an administrative district in the Indian state of Maharashtra, located in the Vidarbha region and known for its rice production and lakes.
  • C. Yavatmal district
    Yavatmal district is an administrative district in the Vidarbha region of Maharashtra, India, known for its cotton-growing agriculture and predominantly rural landscape.
  • D. Narmadapuram district
    Narmadapuram district is an administrative region in the central Indian state of Madhya Pradesh, known for its agricultural landscape and proximity to important rivers and forested areas.
  • E. Buldhana
    Buldhana is a district in the Indian state of Maharashtra known for its Marathi-speaking population and use of the Varhadi dialect.
  • 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_69c0085b75e88190a632f9691f9da48b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c038542e548190b335df9a948c8490 completed March 22, 2026, 6:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c108186c64819088c21e9b5408d5f1 completed March 23, 2026, 9:30 a.m.
NEDg Description generation batch_69c10920720c8190bc182385d14d45ae completed March 23, 2026, 9:34 a.m.
NED2 Entity disambiguation (via description) batch_69c109ab219c8190b6155c32ae5db1b9 completed March 23, 2026, 9:36 a.m.
Created at: March 22, 2026, 4 p.m.