Triple

T10826155
Position Surface form Disambiguated ID Type / Status
Subject PEP 8016 E255502 entity
Predicate title P38 FINISHED
Object The Steering Council Model
The Steering Council Model is a Python governance proposal that establishes a small, long-term council of core developers responsible for guiding the language’s direction and making final decisions on major issues.
E888283 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: The Steering Council Model | Statement: [PEP 8016, title, The Steering Council Model]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Steering Council Model
Context triple: [PEP 8016, title, The Steering Council Model]
  • A. The Mechanisms of Governance
    The Mechanisms of Governance is a seminal book by economist Oliver E. Williamson that develops and applies transaction cost economics to explain how different organizational and contractual arrangements structure economic activity.
  • B. The Systems Approach
    The Systems Approach is a seminal work on systems engineering and complex problem-solving authored by engineer and technologist Simon Ramo.
  • C. Ostrom Workshop in Political Theory and Policy Analysis
    The Ostrom Workshop in Political Theory and Policy Analysis is an interdisciplinary research center at Indiana University focused on the study of governance, institutions, and collective action, especially in relation to common-pool resources and public policy.
  • D. Decisions and Organizations
    Decisions and Organizations is a seminal collection of essays by James G. March that explores decision-making processes, organizational behavior, and theories of organizational choice.
  • E. Global Political Agreement Implementation Mechanism
    The Global Political Agreement Implementation Mechanism is the body established in Zimbabwe to oversee, monitor, and facilitate the execution of the power-sharing Global Political Agreement among the country’s main political parties.
  • 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: The Steering Council Model
Triple: [PEP 8016, title, The Steering Council Model]
Generated description
The Steering Council Model is a Python governance proposal that establishes a small, long-term council of core developers responsible for guiding the language’s direction and making final decisions on major issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Steering Council Model
Target entity description: The Steering Council Model is a Python governance proposal that establishes a small, long-term council of core developers responsible for guiding the language’s direction and making final decisions on major issues.
  • A. The Mechanisms of Governance
    The Mechanisms of Governance is a seminal book by economist Oliver E. Williamson that develops and applies transaction cost economics to explain how different organizational and contractual arrangements structure economic activity.
  • B. The Systems Approach
    The Systems Approach is a seminal work on systems engineering and complex problem-solving authored by engineer and technologist Simon Ramo.
  • C. Ostrom Workshop in Political Theory and Policy Analysis
    The Ostrom Workshop in Political Theory and Policy Analysis is an interdisciplinary research center at Indiana University focused on the study of governance, institutions, and collective action, especially in relation to common-pool resources and public policy.
  • D. Decisions and Organizations
    Decisions and Organizations is a seminal collection of essays by James G. March that explores decision-making processes, organizational behavior, and theories of organizational choice.
  • E. Global Political Agreement Implementation Mechanism
    The Global Political Agreement Implementation Mechanism is the body established in Zimbabwe to oversee, monitor, and facilitate the execution of the power-sharing Global Political Agreement among the country’s main political parties.
  • 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_69d6aa8081448190a9324184f2bd1c26 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d734d1c24881909f56d56207cccbef completed April 9, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69de858672d8819094baf4fe98b8dea4 completed April 14, 2026, 6:20 p.m.
NEDg Description generation batch_69de8e70da448190b80068fea047a88c completed April 14, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_69de94dd45548190a88b5ab991756d12 completed April 14, 2026, 7:26 p.m.
Created at: April 8, 2026, 9:19 p.m.