Triple

T12741845
Position Surface form Disambiguated ID Type / Status
Subject Ludhiana district E304506 entity
Predicate locatedIn P40 FINISHED
Object Doaba–Malwa region of Punjab
The Doaba–Malwa region of Punjab is a central area of the Indian state of Punjab known for its fertile agricultural land, major industrial centers, and significant cultural and economic influence.
E463878 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: Doaba–Malwa region of Punjab | Statement: [Ludhiana district, locatedIn, Doaba–Malwa region of Punjab]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doaba–Malwa region of Punjab
Context triple: [Ludhiana district, locatedIn, Doaba–Malwa region of Punjab]
  • A. Majha region of Punjab
    The Majha region of Punjab is a historically significant area in northern Punjab, India, known as the heartland of Sikh culture and heritage, encompassing districts such as Amritsar, Gurdaspur, and Tarn Taran.
  • B. Central Plain Zone of Punjab
    The Central Plain Zone of Punjab is a highly fertile agricultural region in the Indian state of Punjab, known for intensive cultivation of crops like wheat and rice under irrigated conditions.
  • C. western Punjab region
    The western Punjab region is a culturally and linguistically distinct area of the historical Punjab, now largely in Pakistan, known for its Punjabi dialects, agriculture, and shared Sikh and Muslim heritage.
  • D. Khanda region of Haryana
    The Khanda region of Haryana is a historically significant area in northern India known for its cultural heritage and role in the broader history of the state, encompassing parts of present-day Sonipat district.
  • E. Majha-Doaba-Malwa
    Majha-Doaba-Malwa refers to the three traditional geographic-cultural regions that together make up the historic heartland of Punjab.
  • 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: Doaba–Malwa region of Punjab
Triple: [Ludhiana district, locatedIn, Doaba–Malwa region of Punjab]
Generated description
The Doaba–Malwa region of Punjab is a central area of the Indian state of Punjab known for its fertile agricultural land, major industrial centers, and significant cultural and economic influence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doaba–Malwa region of Punjab
Target entity description: The Doaba–Malwa region of Punjab is a central area of the Indian state of Punjab known for its fertile agricultural land, major industrial centers, and significant cultural and economic influence.
  • A. Majha region of Punjab
    The Majha region of Punjab is a historically significant area in northern Punjab, India, known as the heartland of Sikh culture and heritage, encompassing districts such as Amritsar, Gurdaspur, and Tarn Taran.
  • B. Central Plain Zone of Punjab chosen
    The Central Plain Zone of Punjab is a highly fertile agricultural region in the Indian state of Punjab, known for intensive cultivation of crops like wheat and rice under irrigated conditions.
  • C. western Punjab region
    The western Punjab region is a culturally and linguistically distinct area of the historical Punjab, now largely in Pakistan, known for its Punjabi dialects, agriculture, and shared Sikh and Muslim heritage.
  • D. Khanda region of Haryana
    The Khanda region of Haryana is a historically significant area in northern India known for its cultural heritage and role in the broader history of the state, encompassing parts of present-day Sonipat district.
  • E. Majha-Doaba-Malwa
    Majha-Doaba-Malwa refers to the three traditional geographic-cultural regions that together make up the historic heartland of Punjab.
  • F. None of above.

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_69d7bdf1426c8190a4402e1c4cdec33a completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96bd321bc81908eb61cc05b550754 completed April 10, 2026, 9:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69f67c91ed7c81909165dc300d5b23ae completed May 2, 2026, 10:37 p.m.
NEDg Description generation batch_69f67d888d7c8190b9aaeb877984a403 completed May 2, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69f67e12b8148190958b63ba114d6221 completed May 2, 2026, 10:43 p.m.
Created at: April 9, 2026, 5:26 p.m.