Triple

T1023704
Position Surface form Disambiguated ID Type / Status
Subject Punjabi people E22092 entity
Predicate subgroup P10 FINISHED
Object Arora Punjabis
Arora Punjabis are a prominent Punjabi community traditionally associated with trade and commerce, found mainly in the Punjab region of India and Pakistan and in diaspora communities worldwide.
 E122602 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: Arora Punjabis | Statement: [Punjabi people, subgroup, Arora Punjabis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arora Punjabis
Context triple: [Punjabi people, subgroup, Arora Punjabis]
  • A. Multani
    Multani is a major dialect of the Saraiki language spoken primarily in the Multan region of Pakistan.
  • B. Mehtab Kaur
    Mehtab Kaur was a Sikh queen and the first wife of Maharaja Ranjit Singh, the founder of the Sikh Empire.
  • C. Punjabi Brahmin
    Punjabi Brahmin refers to a Hindu Brahmin community originating from the Punjab region, traditionally associated with priestly, scholarly, and ritual roles within Punjabi society.
  • D. Pandey
    Pandey is an Indian surname commonly associated with Brahmin communities, notably borne by figures such as the 19th-century revolutionary Mangal Pandey.
  • E. Raj Kaur
    Raj Kaur was the mother of Maharaja Ranjit Singh, the founder of the Sikh Empire in the early 19th century.
  • 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: Arora Punjabis
Triple: [Punjabi people, subgroup, Arora Punjabis]
Generated description
Arora Punjabis are a prominent Punjabi community traditionally associated with trade and commerce, found mainly in the Punjab region of India and Pakistan and in diaspora communities worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arora Punjabis
Target entity description: Arora Punjabis are a prominent Punjabi community traditionally associated with trade and commerce, found mainly in the Punjab region of India and Pakistan and in diaspora communities worldwide.
  • A. Multani
    Multani is a major dialect of the Saraiki language spoken primarily in the Multan region of Pakistan.
  • B. Mehtab Kaur
    Mehtab Kaur was a Sikh queen and the first wife of Maharaja Ranjit Singh, the founder of the Sikh Empire.
  • C. Punjabi Brahmin
    Punjabi Brahmin refers to a Hindu Brahmin community originating from the Punjab region, traditionally associated with priestly, scholarly, and ritual roles within Punjabi society.
  • D. Pandey
    Pandey is an Indian surname commonly associated with Brahmin communities, notably borne by figures such as the 19th-century revolutionary Mangal Pandey.
  • E. Raj Kaur
    Raj Kaur was the mother of Maharaja Ranjit Singh, the founder of the Sikh Empire in the early 19th century.
  • 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_69a493d6e380819097b384986ffc315c completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b7e0f8908190bfe0a4cd8b31dfed completed March 1, 2026, 10:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bb83118819098a2b283a1cbf8d6 completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3e1821048190ad726b265c154abc completed March 7, 2026, 3:02 p.m.
NED2 Entity disambiguation (via description) batch_69ac3e7f51fc81908e067a66e2714a50 completed March 7, 2026, 3:04 p.m.
Created at: March 1, 2026, 7:41 p.m.