Triple

T17762356
Position Surface form Disambiguated ID Type / Status
Subject Gujranwala Campus E443408 entity
Predicate regionServed P82 FINISHED
Object central Punjab
Central Punjab is a populous and agriculturally rich region in the heart of Pakistan’s Punjab province, encompassing major cities and serving as a key economic and cultural hub.
E388898 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: central Punjab | Statement: [Gujranwala Campus, regionServed, central Punjab]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: central Punjab
Context triple: [Gujranwala Campus, regionServed, central Punjab]
  • A. South Punjab
    South Punjab is a culturally rich and historically significant region in Pakistan, known for its Sufi heritage, distinctive Saraiki language and traditions, and agricultural heartlands along the Indus River.
  • B. southwestern Punjab
    Southwestern Punjab is a region in the Indian state of Punjab known for its arid plains, agricultural economy, and proximity to the India–Pakistan border.
  • C. Northern Punjab
    Northern Punjab is the northern region of the Punjab area in Pakistan, known for its fertile plains, historic cultural centers, and diverse landscapes ranging from river valleys to low hills.
  • D. Greater Punjab
    Greater Punjab is a historical and cultural region of South Asia that encompassed a much larger area than the present-day Indian and Pakistani provinces of Punjab, with Lahore as one of its major centers.
  • E. 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.
  • 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: central Punjab
Triple: [Gujranwala Campus, regionServed, central Punjab]
Generated description
Central Punjab is a populous and agriculturally rich region in the heart of Pakistan’s Punjab province, encompassing major cities and serving as a key economic and cultural hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: central Punjab
Target entity description: Central Punjab is a populous and agriculturally rich region in the heart of Pakistan’s Punjab province, encompassing major cities and serving as a key economic and cultural hub.
  • A. South Punjab
    South Punjab is a culturally rich and historically significant region in Pakistan, known for its Sufi heritage, distinctive Saraiki language and traditions, and agricultural heartlands along the Indus River.
  • B. southwestern Punjab
    Southwestern Punjab is a region in the Indian state of Punjab known for its arid plains, agricultural economy, and proximity to the India–Pakistan border.
  • C. Northern Punjab
    Northern Punjab is the northern region of the Punjab area in Pakistan, known for its fertile plains, historic cultural centers, and diverse landscapes ranging from river valleys to low hills.
  • D. Greater Punjab
    Greater Punjab is a historical and cultural region of South Asia that encompassed a much larger area than the present-day Indian and Pakistani provinces of Punjab, with Lahore as one of its major centers.
  • E. western Punjab region chosen
    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.
  • 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_69d8b9edf16c8190a59ebd245d378f4f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e485f887ac81908c896a50175692b9 completed April 19, 2026, 7:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a03b3dc7df08190a6c3a2d15f733b52 completed May 12, 2026, 11:12 p.m.
NEDg Description generation batch_6a03b4e282b88190a572e46468a9119f completed May 12, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_6a03b58052a48190b4e6afb5098c3e51 completed May 12, 2026, 11:19 p.m.
Created at: April 10, 2026, 10:11 a.m.