Triple

T7016362
Position Surface form Disambiguated ID Type / Status
Subject Hooghly district E162707 entity
Predicate hasLegislativeConstituency P23217 FINISHED
Object Arambagh Lok Sabha constituency
Arambagh Lok Sabha constituency is a parliamentary constituency in West Bengal, India, that elects a representative to the Lok Sabha, the lower house of the Indian Parliament.
E635182 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: Arambagh Lok Sabha constituency | Statement: [Hooghly district, hasLegislativeConstituency, Arambagh Lok Sabha constituency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arambagh Lok Sabha constituency
Context triple: [Hooghly district, hasLegislativeConstituency, Arambagh Lok Sabha constituency]
  • A. Arrah Lok Sabha constituency
    Arrah Lok Sabha constituency is a parliamentary constituency in the Indian state of Bihar, centered around the city of Arrah and known for its political significance in the region.
  • B. Ambala Lok Sabha constituency
    Ambala Lok Sabha constituency is a parliamentary constituency in the Indian state of Haryana that elects a representative to the Lok Sabha, the lower house of India’s Parliament.
  • C. Rewa Lok Sabha constituency
    Rewa Lok Sabha constituency is a parliamentary electoral district in the Indian state of Madhya Pradesh, represented in the Lok Sabha, the lower house of India's Parliament.
  • D. Jamnagar Lok Sabha constituency
    Jamnagar Lok Sabha constituency is a parliamentary constituency in Gujarat, India, that elects a representative to the Lok Sabha, the lower house of the Indian Parliament.
  • E. Khargone Lok Sabha constituency
    Khargone Lok Sabha constituency is a parliamentary constituency in the Indian state of Madhya Pradesh that elects a representative to the Lok Sabha, the lower house of India's Parliament.
  • 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: Arambagh Lok Sabha constituency
Triple: [Hooghly district, hasLegislativeConstituency, Arambagh Lok Sabha constituency]
Generated description
Arambagh Lok Sabha constituency is a parliamentary constituency in West Bengal, India, that elects a representative to the Lok Sabha, the lower house of the Indian Parliament.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arambagh Lok Sabha constituency
Target entity description: Arambagh Lok Sabha constituency is a parliamentary constituency in West Bengal, India, that elects a representative to the Lok Sabha, the lower house of the Indian Parliament.
  • A. Arrah Lok Sabha constituency
    Arrah Lok Sabha constituency is a parliamentary constituency in the Indian state of Bihar, centered around the city of Arrah and known for its political significance in the region.
  • B. Ambala Lok Sabha constituency
    Ambala Lok Sabha constituency is a parliamentary constituency in the Indian state of Haryana that elects a representative to the Lok Sabha, the lower house of India’s Parliament.
  • C. Rewa Lok Sabha constituency
    Rewa Lok Sabha constituency is a parliamentary electoral district in the Indian state of Madhya Pradesh, represented in the Lok Sabha, the lower house of India's Parliament.
  • D. Jamnagar Lok Sabha constituency
    Jamnagar Lok Sabha constituency is a parliamentary constituency in Gujarat, India, that elects a representative to the Lok Sabha, the lower house of the Indian Parliament.
  • E. Khargone Lok Sabha constituency
    Khargone Lok Sabha constituency is a parliamentary constituency in the Indian state of Madhya Pradesh that elects a representative to the Lok Sabha, the lower house of India's Parliament.
  • 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_69c6885a127c8190867b059bdccf13ff completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e1d43e948190843f1cef3ce2004e completed March 27, 2026, 8 p.m.
NED1 Entity disambiguation (via context triple) batch_69c76a5655d48190a2df556f63add35d completed March 28, 2026, 5:42 a.m.
NEDg Description generation batch_69c76b9702d4819099f873b37fad309b completed March 28, 2026, 5:48 a.m.
NED2 Entity disambiguation (via description) batch_69c76c10303c8190a08f1728da6ebcd2 completed March 28, 2026, 5:50 a.m.
Created at: March 27, 2026, 2:34 p.m.