Triple

T516523
Position Surface form Disambiguated ID Type / Status
Subject Lok Sabha E10720 entity
Predicate hasReservedSeatsFor P9399 FINISHED
Object Scheduled Castes
Scheduled Castes are historically disadvantaged communities in India that receive constitutional protections and affirmative action measures, including reserved seats in legislatures, to address past discrimination and promote social equality.
E64341 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: Scheduled Castes | Statement: [Lok Sabha, hasReservedSeatsFor, Scheduled Castes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Scheduled Castes
Context triple: [Lok Sabha, hasReservedSeatsFor, Scheduled Castes]
  • A. Indians
    Indians are a diverse South Asian ethnic group originating primarily from the Indian subcontinent, known for their rich cultural, linguistic, and religious traditions and a widespread global diaspora.
  • B. Kashmiri Pandit
    Kashmiri Pandits are a Hindu Brahmin community indigenous to the Kashmir Valley, known for their distinct cultural traditions, scholarship, and historical influence in the region.
  • C. Sarvodaya
    Sarvodaya is a Gandhian social philosophy and movement focused on the uplift and welfare of all, emphasizing nonviolence, self-reliance, and equitable social order.
  • D. Nicobarese
    Nicobarese is an Austroasiatic language (or group of related languages) traditionally spoken by the indigenous Nicobarese people of India’s Nicobar Islands.
  • E. Marwari
    Marwari is an Indo-Aryan language of western India, primarily spoken in Rajasthan and surrounding regions, and closely related to Gujarati and other Rajasthani dialects.
  • 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: Scheduled Castes
Triple: [Lok Sabha, hasReservedSeatsFor, Scheduled Castes]
Generated description
Scheduled Castes are historically disadvantaged communities in India that receive constitutional protections and affirmative action measures, including reserved seats in legislatures, to address past discrimination and promote social equality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Scheduled Castes
Target entity description: Scheduled Castes are historically disadvantaged communities in India that receive constitutional protections and affirmative action measures, including reserved seats in legislatures, to address past discrimination and promote social equality.
  • A. Indians
    Indians are a diverse South Asian ethnic group originating primarily from the Indian subcontinent, known for their rich cultural, linguistic, and religious traditions and a widespread global diaspora.
  • B. Kashmiri Pandit
    Kashmiri Pandits are a Hindu Brahmin community indigenous to the Kashmir Valley, known for their distinct cultural traditions, scholarship, and historical influence in the region.
  • C. Sarvodaya
    Sarvodaya is a Gandhian social philosophy and movement focused on the uplift and welfare of all, emphasizing nonviolence, self-reliance, and equitable social order.
  • D. Nicobarese
    Nicobarese is an Austroasiatic language (or group of related languages) traditionally spoken by the indigenous Nicobarese people of India’s Nicobar Islands.
  • E. Marwari
    Marwari is an Indo-Aryan language of western India, primarily spoken in Rajasthan and surrounding regions, and closely related to Gujarati and other Rajasthani dialects.
  • 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_69a2e84a0d08819087e01863fcd9abf1 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f184c3a481909bf60bb627b0ea88 completed Feb. 28, 2026, 1:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4a42b9a648190ab38c181da2ae0f6 completed March 1, 2026, 8:40 p.m.
NEDg Description generation batch_69a4a49eac5c8190bd85226bfb9309f2 completed March 1, 2026, 8:42 p.m.
NED2 Entity disambiguation (via description) batch_69a4a5597fe88190ab40a6e725cd138d completed March 1, 2026, 8:45 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.