Triple

T176461
Position Surface form Disambiguated ID Type / Status
Subject Punjabi language E3585 entity
Predicate spokenBy P2181 FINISHED
Object Punjabi people
Punjabi people are an ethnolinguistic group from the Punjab region of South Asia, known for their distinct culture, traditions, and shared historical heritage.
E22092 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: Punjabi people | Statement: [Punjabi language, spokenBy, Punjabi people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Punjabi people
Context triple: [Punjabi language, spokenBy, Punjabi people]
  • A. 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.
  • B. Punjabi language
    Punjabi language is an Indo-Aryan language widely spoken in the Punjab region of India and Pakistan and among large diaspora communities worldwide.
  • C. Parsis
    Parsis are a Zoroastrian ethno-religious community in India, historically influential in commerce, industry, and philanthropy, especially in western regions such as Mumbai (formerly part of the Bombay Presidency).
  • D. Marathi people
    Marathi people are an Indo-Aryan ethnolinguistic group native to the Indian state of Maharashtra, known for their Marathi language, distinct cultural traditions, and significant historical role in the Maratha Empire.
  • E. Punjabi cuisine
    Punjabi cuisine is a hearty, North Indian culinary tradition known for its rich, buttery dishes, extensive use of wheat, dairy, and tandoor cooking, and iconic foods like butter chicken, sarson da saag, and makki di roti.
  • 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: Punjabi people
Triple: [Punjabi language, spokenBy, Punjabi people]
Generated description
Punjabi people are an ethnolinguistic group from the Punjab region of South Asia, known for their distinct culture, traditions, and shared historical heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Punjabi people
Target entity description: Punjabi people are an ethnolinguistic group from the Punjab region of South Asia, known for their distinct culture, traditions, and shared historical heritage.
  • A. 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.
  • B. Punjabi language
    Punjabi language is an Indo-Aryan language widely spoken in the Punjab region of India and Pakistan and among large diaspora communities worldwide.
  • C. Parsis
    Parsis are a Zoroastrian ethno-religious community in India, historically influential in commerce, industry, and philanthropy, especially in western regions such as Mumbai (formerly part of the Bombay Presidency).
  • D. Marathi people
    Marathi people are an Indo-Aryan ethnolinguistic group native to the Indian state of Maharashtra, known for their Marathi language, distinct cultural traditions, and significant historical role in the Maratha Empire.
  • E. Punjabi cuisine
    Punjabi cuisine is a hearty, North Indian culinary tradition known for its rich, buttery dishes, extensive use of wheat, dairy, and tandoor cooking, and iconic foods like butter chicken, sarson da saag, and makki di roti.
  • 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_69a25374990081909766d30c79a18e0e completed Feb. 28, 2026, 2:31 a.m.
NER Named-entity recognition batch_69a258fd278481908ad4498e03f38e2f completed Feb. 28, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2eb7babec8190a1c1a6bcc94605ef completed Feb. 28, 2026, 1:19 p.m.
NEDg Description generation batch_69a2ec72092c8190bcc1efa7c0644560 completed Feb. 28, 2026, 1:24 p.m.
NED2 Entity disambiguation (via description) batch_69a2ecba99cc8190a85dd5e9c531a6e3 completed Feb. 28, 2026, 1:25 p.m.
Created at: Feb. 28, 2026, 2:39 a.m.