Triple

T6449918
Position Surface form Disambiguated ID Type / Status
Subject Ahir community E139835 entity
Predicate relatedCommunity P21358 FINISHED
Object Gwala (cowherd groups)
Gwala (cowherd groups) are traditional pastoral communities in India primarily engaged in cattle herding and dairy-related occupations.
E594522 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: Gwala (cowherd groups) | Statement: [Ahir community, relatedCommunity, Gwala (cowherd groups)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gwala (cowherd groups)
Context triple: [Ahir community, relatedCommunity, Gwala (cowherd groups)]
  • A. Pastoral Group
    The Pastoral Group is a Kennel Club classification for herding and livestock-working dog breeds known for their intelligence, trainability, and strong work ethic.
  • B. Herding Group
    The Herding Group is a category of dog breeds developed to control and move livestock, known for their intelligence, trainability, and strong work ethic.
  • C. Gopikas
    Gopikas are the cowherd maidens of Vrindavan in Hindu tradition, celebrated for their unwavering devotion and love for Lord Krishna.
  • D. Lambadi
    Lambadi is an Indo-Aryan language variety spoken primarily by the Lambadi (Banjara) community across parts of northwestern and central India.
  • E. Sarama
    Sarama is a character in the Hindu epic Ramayana, known as the wise and loyal wife of Vibhishana who aids Sita during her captivity in Lanka.
  • 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: Gwala (cowherd groups)
Triple: [Ahir community, relatedCommunity, Gwala (cowherd groups)]
Generated description
Gwala (cowherd groups) are traditional pastoral communities in India primarily engaged in cattle herding and dairy-related occupations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gwala (cowherd groups)
Target entity description: Gwala (cowherd groups) are traditional pastoral communities in India primarily engaged in cattle herding and dairy-related occupations.
  • A. Pastoral Group
    The Pastoral Group is a Kennel Club classification for herding and livestock-working dog breeds known for their intelligence, trainability, and strong work ethic.
  • B. Herding Group
    The Herding Group is a category of dog breeds developed to control and move livestock, known for their intelligence, trainability, and strong work ethic.
  • C. Gopikas
    Gopikas are the cowherd maidens of Vrindavan in Hindu tradition, celebrated for their unwavering devotion and love for Lord Krishna.
  • D. Lambadi
    Lambadi is an Indo-Aryan language variety spoken primarily by the Lambadi (Banjara) community across parts of northwestern and central India.
  • E. Sarama
    Sarama is a character in the Hindu epic Ramayana, known as the wise and loyal wife of Vibhishana who aids Sita during her captivity in Lanka.
  • 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_69c008b301948190a35854e5284dc822 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c069b2c7bc81908c683ec22cad9628 completed March 22, 2026, 10:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c64bd290c481909f543cc03eee98bf completed March 27, 2026, 9:20 a.m.
NEDg Description generation batch_69c64dce99fc819089fbe8925dc52b7a completed March 27, 2026, 9:28 a.m.
NED2 Entity disambiguation (via description) batch_69c64e5cd1b88190abcdc8af02991d1d completed March 27, 2026, 9:31 a.m.
Created at: March 22, 2026, 4:47 p.m.