Triple

T2917129
Position Surface form Disambiguated ID Type / Status
Subject Nawabshah E78632 entity
Predicate formerNameOfDistrict P43887 FINISHED
Object Nawabshah District
Nawabshah District is an administrative district in the Sindh province of Pakistan, known for its agricultural economy and the city of Nawabshah as its central hub.
E353263 NE FINISHED

How this triple was built (5 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: Nawabshah District | Statement: [Nawabshah, formerNameOfDistrict, Nawabshah District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nawabshah District
Context triple: [Nawabshah, formerNameOfDistrict, Nawabshah District]
  • A. Shikarpur District
    Shikarpur District is a historic administrative region in the Sindh province of present-day Pakistan, known for its role as a commercial and cultural center, especially during the British colonial period.
  • B. Kurram District
    Kurram District is an administrative district in northwestern Pakistan, located along the Afghan border and known for its strategically important Kurram Valley and ethnically diverse population.
  • C. Lakki Marwat District
    Lakki Marwat District is an administrative district in Pakistan’s Khyber Pakhtunkhwa province, known for its predominantly Pashtun population and agrarian economy.
  • D. Malir District
    Malir District is an administrative district in the eastern part of Karachi, Pakistan, known for its relatively rural character, agricultural land, and rapidly growing urban settlements.
  • E. Peshawar District
    Peshawar District is an administrative district in Pakistan’s Khyber Pakhtunkhwa province, centered on the historic city of Peshawar, a major cultural and economic hub of the 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: Nawabshah District
Triple: [Nawabshah, formerNameOfDistrict, Nawabshah District]
Generated description
Nawabshah District is an administrative district in the Sindh province of Pakistan, known for its agricultural economy and the city of Nawabshah as its central hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nawabshah District
Target entity description: Nawabshah District is an administrative district in the Sindh province of Pakistan, known for its agricultural economy and the city of Nawabshah as its central hub.
  • A. Shikarpur District
    Shikarpur District is a historic administrative region in the Sindh province of present-day Pakistan, known for its role as a commercial and cultural center, especially during the British colonial period.
  • B. Kurram District
    Kurram District is an administrative district in northwestern Pakistan, located along the Afghan border and known for its strategically important Kurram Valley and ethnically diverse population.
  • C. Lakki Marwat District
    Lakki Marwat District is an administrative district in Pakistan’s Khyber Pakhtunkhwa province, known for its predominantly Pashtun population and agrarian economy.
  • D. Malir District
    Malir District is an administrative district in the eastern part of Karachi, Pakistan, known for its relatively rural character, agricultural land, and rapidly growing urban settlements.
  • E. Peshawar District
    Peshawar District is an administrative district in Pakistan’s Khyber Pakhtunkhwa province, centered on the historic city of Peshawar, a major cultural and economic hub of the region.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: formerNameOfDistrict
Context triple: [Nawabshah, formerNameOfDistrict, Nawabshah District]
  • A. formerDistrict
    Indicates that one entity previously served as a district of another entity but no longer holds that status.
  • B. formerMunicipalityOf
    Indicates that an entity was previously an independent municipality that has since been merged into or replaced by the referenced municipality.
  • C. formerName
    Indicates that an entity was previously known by a different name in the past.
  • D. formerRegionBefore2016
    Indicates that an entity was recognized as a region prior to the year 2016 but no longer holds that regional status after 2016.
  • E. hasFormerStreetName
    Indicates that an entity (such as a street or place) was previously known by a different street name.
  • F. None of above. chosen

Provenance (7 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_69ad8b0c2ad081909ff87050ae542bb9 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad97fd89d88190bc7db4b39058ae3a completed March 8, 2026, 3:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b334049c5c8190b870e790795cbec4 completed March 12, 2026, 9:45 p.m.
NEDg Description generation batch_69b337d7daf081909e5112f49a2aa2f2 completed March 12, 2026, 10:02 p.m.
NED2 Entity disambiguation (via description) batch_69b338eb22e4819094e9344aa5decb18 completed March 12, 2026, 10:06 p.m.
PD Predicate disambiguation batch_69ad9603ddd88190b8bf91bc7517cc21 completed March 8, 2026, 3:30 p.m.
PDg Predicate description generation batch_69ad97f520208190a4dc43372004555f completed March 8, 2026, 3:38 p.m.
Created at: March 8, 2026, 2:53 p.m.