Triple

T12442337
Position Surface form Disambiguated ID Type / Status
Subject Karak District E297304 entity
Predicate provincialAssemblyConstituency P23217 FINISHED
Object PK-85 Karak
PK-85 Karak is a provincial assembly constituency in Pakistan that represents part of the Karak District in the Khyber Pakhtunkhwa Assembly.
E984846 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: PK-85 Karak | Statement: [Karak District, provincialAssemblyConstituency, PK-85 Karak]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PK-85 Karak
Context triple: [Karak District, provincialAssemblyConstituency, PK-85 Karak]
  • A. K2 assault rifle
    The K2 assault rifle is a South Korean 5.56×45mm NATO service rifle developed by Daewoo as the standard-issue firearm for the Republic of Korea Armed Forces.
  • B. Lancer assault rifle
    The Lancer assault rifle is an iconic firearm from the Gears of War series, distinguished by its built-in chainsaw bayonet used for brutal close-quarters combat.
  • C. HK33 assault rifle
    The HK33 assault rifle is a German-designed 5.56×45mm NATO selective-fire rifle developed by Heckler & Koch as a smaller-caliber counterpart to the G3.
  • D. Type 99 rifle
    The Type 99 rifle was a World War II-era Japanese bolt-action military rifle known for its robust design, use of 7.7×58mm ammunition, and service as a standard infantry weapon in the later years of the war.
  • E. EM-2 rifle
    The EM-2 rifle was an experimental British bullpup assault rifle developed in the early Cold War era, notable for its advanced design and use of an intermediate cartridge.
  • 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: PK-85 Karak
Triple: [Karak District, provincialAssemblyConstituency, PK-85 Karak]
Generated description
PK-85 Karak is a provincial assembly constituency in Pakistan that represents part of the Karak District in the Khyber Pakhtunkhwa Assembly.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PK-85 Karak
Target entity description: PK-85 Karak is a provincial assembly constituency in Pakistan that represents part of the Karak District in the Khyber Pakhtunkhwa Assembly.
  • A. K2 assault rifle
    The K2 assault rifle is a South Korean 5.56×45mm NATO service rifle developed by Daewoo as the standard-issue firearm for the Republic of Korea Armed Forces.
  • B. Lancer assault rifle
    The Lancer assault rifle is an iconic firearm from the Gears of War series, distinguished by its built-in chainsaw bayonet used for brutal close-quarters combat.
  • C. HK33 assault rifle
    The HK33 assault rifle is a German-designed 5.56×45mm NATO selective-fire rifle developed by Heckler & Koch as a smaller-caliber counterpart to the G3.
  • D. Type 99 rifle
    The Type 99 rifle was a World War II-era Japanese bolt-action military rifle known for its robust design, use of 7.7×58mm ammunition, and service as a standard infantry weapon in the later years of the war.
  • E. EM-2 rifle
    The EM-2 rifle was an experimental British bullpup assault rifle developed in the early Cold War era, notable for its advanced design and use of an intermediate cartridge.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: provincialAssemblyConstituency
Context triple: [Karak District, provincialAssemblyConstituency, PK-85 Karak]
  • A. legislativeAssemblyConstituency chosen
    Indicates that one entity is a legislative assembly constituency associated with or represented by another entity (such as a place, jurisdiction, or legislative body).
  • B. parliamentaryConstituency
    Indicates that one entity serves as the parliamentary constituency to which the other entity (such as a place or representative) is formally linked or assigned.
  • C. constituency
    Indicates that one entity functions as a constituent or component part within the structural or organizational makeup of another entity.
  • D. ethnicConstituency
    Indicates that a political or administrative constituency is defined or characterized primarily by the ethnicity of its population.
  • E. parliamentaryConstituencyNumber
    Indicates the specific numerical identifier assigned to a parliamentary constituency within a legislative or electoral system.
  • F. None of above.

Provenance (6 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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d95151e7348190a1d4953a8b416a13 completed April 10, 2026, 7:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f10926881909ffc641f8d19f93a completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f640874a0481908d9203b48304d866 completed May 2, 2026, 6:20 p.m.
NED2 Entity disambiguation (via description) batch_69f641287f888190bc7000c256c362d3 completed May 2, 2026, 6:23 p.m.
PD Predicate disambiguation batch_69d94d3c27a08190a0237200203e476d completed April 10, 2026, 7:19 p.m.
Created at: April 8, 2026, 9:55 p.m.