Triple

T10251815
Position Surface form Disambiguated ID Type / Status
Subject Philosophy, Politics and Economics E240360 entity
Predicate isAbbreviatedAs P43 FINISHED
Object PPE
PPE is an interdisciplinary degree program that combines the study of philosophy, political science, and economics to analyze social, political, and economic issues.
 E854017 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: PPE | Statement: [Philosophy, Politics and Economics, isAbbreviatedAs, PPE]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PPE
Context triple: [Philosophy, Politics and Economics, isAbbreviatedAs, PPE]
  • A. PPE
    PPE is the Power Processing Element, a general-purpose 64-bit core that serves as the central controller in the Cell Broadband Engine architecture.
  • B. PPWE
    PPWE is the APEC Policy Partnership on Women and the Economy, a forum that advances women’s economic empowerment and gender equality across APEC member economies.
  • C. PPD
    PPD is the National Rail station code for Pontypridd railway station in Rhondda Cynon Taf, Wales.
  • D. PPD
    PPD is a major political party in Puerto Rico known for advocating the island’s status as a U.S. commonwealth rather than seeking statehood or full independence.
  • E. PNE
    PNE is the National Rail station code for Penge East railway station in south London, England.
  • 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: PPE
Triple: [Philosophy, Politics and Economics, isAbbreviatedAs, PPE]
Generated description
PPE is an interdisciplinary degree program that combines the study of philosophy, political science, and economics to analyze social, political, and economic issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PPE
Target entity description: PPE is an interdisciplinary degree program that combines the study of philosophy, political science, and economics to analyze social, political, and economic issues.
  • A. PPE
    PPE is the Power Processing Element, a general-purpose 64-bit core that serves as the central controller in the Cell Broadband Engine architecture.
  • B. PPWE
    PPWE is the APEC Policy Partnership on Women and the Economy, a forum that advances women’s economic empowerment and gender equality across APEC member economies.
  • C. PPD
    PPD is the National Rail station code for Pontypridd railway station in Rhondda Cynon Taf, Wales.
  • D. PPD
    PPD is a major political party in Puerto Rico known for advocating the island’s status as a U.S. commonwealth rather than seeking statehood or full independence.
  • E. PNE
    PNE is the National Rail station code for Penge East railway station in south London, England.
  • 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_69d381a7e198819090280d5ab885d59e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d23e39988190b75c6421b85d430d completed April 7, 2026, 9:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f7c6aca08190b15e3790cad12532 completed April 9, 2026, 12:50 a.m.
NEDg Description generation batch_69d6fcab0bfc8190b47bc165ef3eb15d completed April 9, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69d70fc3b15081908d1b67a7094c6210 completed April 9, 2026, 2:32 a.m.
Created at: April 6, 2026, 11:29 a.m.