Triple

T17800940
Position Surface form Disambiguated ID Type / Status
Subject Muzaffargarh E444422 entity
Predicate isPartOf P10 FINISHED
Object Muzaffargarh Tehsil
Muzaffargarh Tehsil is an administrative subdivision in Punjab, Pakistan, centered on the city of Muzaffargarh and encompassing surrounding rural and urban areas.
E1316443 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: Muzaffargarh Tehsil | Statement: [Muzaffargarh, isPartOf, Muzaffargarh Tehsil]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Muzaffargarh Tehsil
Context triple: [Muzaffargarh, isPartOf, Muzaffargarh Tehsil]
  • A. Nawabshah Tehsil
    Nawabshah Tehsil is an administrative subdivision centered on the city of Nawabshah in Sindh, Pakistan, responsible for local governance within part of Nawabshah District.
  • B. Bisham Tehsil
    Bisham Tehsil is an administrative subdivision and major town area of Shangla District in Pakistan’s Khyber Pakhtunkhwa province.
  • C. Jalalpur Pirwala Tehsil
    Jalalpur Pirwala Tehsil is an administrative subdivision and largely agricultural region within Pakistan’s Punjab province, known for its rural settlements and role in local governance under Multan District.
  • D. Shujabad Tehsil
    Shujabad Tehsil is an administrative subdivision in Pakistan’s Punjab province, known for its agricultural economy and inclusion within the Multan region.
  • E. Mansehra Tehsil
    Mansehra Tehsil is an administrative subdivision in Pakistan’s Khyber Pakhtunkhwa province, centered on the city of Mansehra and serving as a local governance and commercial hub for the surrounding region.
  • 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: Muzaffargarh Tehsil
Triple: [Muzaffargarh, isPartOf, Muzaffargarh Tehsil]
Generated description
Muzaffargarh Tehsil is an administrative subdivision in Punjab, Pakistan, centered on the city of Muzaffargarh and encompassing surrounding rural and urban areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Muzaffargarh Tehsil
Target entity description: Muzaffargarh Tehsil is an administrative subdivision in Punjab, Pakistan, centered on the city of Muzaffargarh and encompassing surrounding rural and urban areas.
  • A. Nawabshah Tehsil
    Nawabshah Tehsil is an administrative subdivision centered on the city of Nawabshah in Sindh, Pakistan, responsible for local governance within part of Nawabshah District.
  • B. Bisham Tehsil
    Bisham Tehsil is an administrative subdivision and major town area of Shangla District in Pakistan’s Khyber Pakhtunkhwa province.
  • C. Jalalpur Pirwala Tehsil
    Jalalpur Pirwala Tehsil is an administrative subdivision and largely agricultural region within Pakistan’s Punjab province, known for its rural settlements and role in local governance under Multan District.
  • D. Shujabad Tehsil
    Shujabad Tehsil is an administrative subdivision in Pakistan’s Punjab province, known for its agricultural economy and inclusion within the Multan region.
  • E. Mansehra Tehsil
    Mansehra Tehsil is an administrative subdivision in Pakistan’s Khyber Pakhtunkhwa province, centered on the city of Mansehra and serving as a local governance and commercial hub for the surrounding region.
  • 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_69d8b9efe370819095cd219b143ae727 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e487ff42108190b82ceb4466aa2dff completed April 19, 2026, 7:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a03bb3f07d0819085c04218705708fc completed May 12, 2026, 11:43 p.m.
NEDg Description generation batch_6a03bbe8e5148190ac3f0c247455cac0 completed May 12, 2026, 11:46 p.m.
NED2 Entity disambiguation (via description) batch_6a03bc66f81c8190bd47405d92e6547e completed May 12, 2026, 11:48 p.m.
Created at: April 10, 2026, 10:13 a.m.