Triple

T20836713
Position Surface form Disambiguated ID Type / Status
Subject Saharon Shelah E512976 entity
Predicate notableWork P4 FINISHED
Object PCF theory
PCF theory is a branch of set theory developed by Saharon Shelah that studies possible cofinalities of reduced products of cardinals, with deep applications to cardinal arithmetic and the structure of the continuum.
E1452104 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: PCF theory | Statement: [Saharon Shelah, notableWork, PCF theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PCF theory
Context triple: [Saharon Shelah, notableWork, PCF theory]
  • A. PCF
    PCF (Policy Control Function) is a 5G core network component responsible for centralized policy management and decision-making for network behavior and quality of service.
  • B. PCF
    PCF is the abbreviation for the French Communist Party, a left-wing political party in France rooted in Marxist and communist ideology.
  • C. PCAFC
    PCAFC is a U.S. Department of Veterans Affairs program that provides financial, training, and support services to family members who serve as primary caregivers for eligible veterans.
  • D. PCSFN
    PCSFN is a U.S. federal advisory committee that promotes physical activity, sports participation, and healthy nutrition to improve the health and fitness of Americans.
  • E. CPFC
    CPFC is the commonly used abbreviation for Crystal Palace Football Club, a professional football team based in South London that competes in the English football league system.
  • 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: PCF theory
Triple: [Saharon Shelah, notableWork, PCF theory]
Generated description
PCF theory is a branch of set theory developed by Saharon Shelah that studies possible cofinalities of reduced products of cardinals, with deep applications to cardinal arithmetic and the structure of the continuum.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PCF theory
Target entity description: PCF theory is a branch of set theory developed by Saharon Shelah that studies possible cofinalities of reduced products of cardinals, with deep applications to cardinal arithmetic and the structure of the continuum.
  • A. PCF
    PCF (Policy Control Function) is a 5G core network component responsible for centralized policy management and decision-making for network behavior and quality of service.
  • B. PCF
    PCF is the abbreviation for the French Communist Party, a left-wing political party in France rooted in Marxist and communist ideology.
  • C. PCAFC
    PCAFC is a U.S. Department of Veterans Affairs program that provides financial, training, and support services to family members who serve as primary caregivers for eligible veterans.
  • D. PCSFN
    PCSFN is a U.S. federal advisory committee that promotes physical activity, sports participation, and healthy nutrition to improve the health and fitness of Americans.
  • E. CPFC
    CPFC is the commonly used abbreviation for Crystal Palace Football Club, a professional football team based in South London that competes in the English football league system.
  • 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_69e0b4cf62a88190bbf92351e9e57259 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c326daec8190bd4caa41a4b38833 completed April 21, 2026, 12:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a090084a1c481909a344ee40d846b10 completed May 16, 2026, 11:40 p.m.
NEDg Description generation batch_6a0900fd590c8190b42faa5c5191189a completed May 16, 2026, 11:42 p.m.
NED2 Entity disambiguation (via description) batch_6a0901950c1c8190befa72dc20236b9e completed May 16, 2026, 11:45 p.m.
Created at: April 16, 2026, 12:42 p.m.