Triple

T23120239
Position Surface form Disambiguated ID Type / Status
Subject Khambhalia E576870 entity
Predicate isPartOfLegislativeAssemblyConstituency P23217 FINISHED
Object Khambhalia Vidhan Sabha constituency
Khambhalia Vidhan Sabha constituency is an electoral division of the Gujarat Legislative Assembly in India, representing the Khambhalia region in state-level politics.
E1570816 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: Khambhalia Vidhan Sabha constituency | Statement: [Khambhalia, isPartOfLegislativeAssemblyConstituency, Khambhalia Vidhan Sabha constituency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khambhalia Vidhan Sabha constituency
Context triple: [Khambhalia, isPartOfLegislativeAssemblyConstituency, Khambhalia Vidhan Sabha constituency]
  • A. Umaria Vidhan Sabha constituency
    Umaria Vidhan Sabha constituency is an electoral division of the Madhya Pradesh Legislative Assembly in central India, representing part of Umaria district.
  • B. Khair Vidhan Sabha constituency
    Khair Vidhan Sabha constituency is a legislative assembly constituency in the Indian state of Uttar Pradesh, represented in the Uttar Pradesh Legislative Assembly.
  • C. Siwan Vidhan Sabha constituency
    Siwan Vidhan Sabha constituency is a legislative assembly segment in the Indian state of Bihar, centered around the town and district of Siwan and represented in the Bihar Legislative Assembly.
  • D. Ballia Vidhan Sabha constituency
    Ballia Vidhan Sabha constituency is a legislative assembly seat in the Indian state of Uttar Pradesh, representing part of the Ballia district in the state legislature.
  • E. Bally Vidhan Sabha constituency
    Bally Vidhan Sabha constituency is a legislative assembly segment in the Indian state of West Bengal that represents the Bally area in the state legislature.
  • 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: Khambhalia Vidhan Sabha constituency
Triple: [Khambhalia, isPartOfLegislativeAssemblyConstituency, Khambhalia Vidhan Sabha constituency]
Generated description
Khambhalia Vidhan Sabha constituency is an electoral division of the Gujarat Legislative Assembly in India, representing the Khambhalia region in state-level politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Khambhalia Vidhan Sabha constituency
Target entity description: Khambhalia Vidhan Sabha constituency is an electoral division of the Gujarat Legislative Assembly in India, representing the Khambhalia region in state-level politics.
  • A. Umaria Vidhan Sabha constituency
    Umaria Vidhan Sabha constituency is an electoral division of the Madhya Pradesh Legislative Assembly in central India, representing part of Umaria district.
  • B. Khair Vidhan Sabha constituency
    Khair Vidhan Sabha constituency is a legislative assembly constituency in the Indian state of Uttar Pradesh, represented in the Uttar Pradesh Legislative Assembly.
  • C. Siwan Vidhan Sabha constituency
    Siwan Vidhan Sabha constituency is a legislative assembly segment in the Indian state of Bihar, centered around the town and district of Siwan and represented in the Bihar Legislative Assembly.
  • D. Ballia Vidhan Sabha constituency
    Ballia Vidhan Sabha constituency is a legislative assembly seat in the Indian state of Uttar Pradesh, representing part of the Ballia district in the state legislature.
  • E. Bally Vidhan Sabha constituency
    Bally Vidhan Sabha constituency is a legislative assembly segment in the Indian state of West Bengal that represents the Bally area in the state legislature.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: isPartOfLegislativeAssemblyConstituency
Context triple: [Khambhalia, isPartOfLegislativeAssemblyConstituency, Khambhalia Vidhan Sabha constituency]
  • A. legislativeAssemblyConstituency chosen
    Indicates that one entity is a legislative assembly constituency associated with or represented by another entity (such as a place, jurisdiction, or legislative body).
  • B. parliamentaryConstituency
    Indicates that one entity serves as the parliamentary constituency to which the other entity (such as a place or representative) is formally linked or assigned.
  • C. isBoroughConstituency
    Indicates that a parliamentary or electoral constituency is classified specifically as a borough constituency, as opposed to other constituency types.
  • D. constituency
    Indicates that one entity functions as a constituent or component part within the structural or organizational makeup of another entity.
  • E. partOfElectoralDistrictType
    Indicates that one entity is a component or subdivision of a specified type of electoral district.
  • 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_69e245f6c2e881909a228fdcfeb7c7d3 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18e4f9be881908307838bfb5edc0c completed April 29, 2026, 4:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c23ee9e3481909c5dd97ef5424396 completed May 19, 2026, 8:48 a.m.
NEDg Description generation batch_6a0c271e8a8c8190ba994f557f077288 completed May 19, 2026, 9:02 a.m.
NED2 Entity disambiguation (via description) batch_6a0c27d3befc8190bc7a3697bc0e817b completed May 19, 2026, 9:05 a.m.
PD Predicate disambiguation batch_69ef89f020588190b43393e048e7eda3 completed April 27, 2026, 4:08 p.m.
Created at: April 17, 2026, 3:59 p.m.