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.