Triple

T11850453
Position Surface form Disambiguated ID Type / Status
Subject Kit Fine E281892 entity
Predicate hasWritten P2831 FINISHED
Object “Reasoning with Arbitrary Objects”
“Reasoning with Arbitrary Objects” is a philosophical work by Kit Fine that develops a formal framework for reasoning about arbitrary objects in logic and metaphysics.
 E949479 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: “Reasoning with Arbitrary Objects” | Statement: [Kit Fine, hasWritten, “Reasoning with Arbitrary Objects”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: “Reasoning with Arbitrary Objects”
Context triple: [Kit Fine, hasWritten, “Reasoning with Arbitrary Objects”]
  • A. A Theory of Objects
    A Theory of Objects is a foundational book in theoretical computer science that develops a rigorous mathematical framework for understanding object-oriented programming and type systems.
  • B. “A System for Representing and Using Real-World Knowledge”
    “A System for Representing and Using Real-World Knowledge” is a seminal AI research paper by John McCarthy that introduces a logical framework for representing commonsense knowledge about the real world.
  • C. The Safety of Objects
    The Safety of Objects is a 2001 independent drama film, based on A. M. Homes's short stories, that interweaves the lives of several suburban families coping with emotional disconnection and personal crises.
  • D. NETL: A System for Representing and Using Real-World Knowledge
    NETL: A System for Representing and Using Real-World Knowledge is an influential early work in artificial intelligence that introduces a network-based framework for encoding and reasoning about commonsense knowledge.
  • E. Temporal Logic of Actions
    Temporal Logic of Actions is a formal framework for specifying and reasoning about concurrent and distributed systems using temporal logic to describe system behaviors over time.
  • 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: “Reasoning with Arbitrary Objects”
Triple: [Kit Fine, hasWritten, “Reasoning with Arbitrary Objects”]
Generated description
“Reasoning with Arbitrary Objects” is a philosophical work by Kit Fine that develops a formal framework for reasoning about arbitrary objects in logic and metaphysics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: “Reasoning with Arbitrary Objects”
Target entity description: “Reasoning with Arbitrary Objects” is a philosophical work by Kit Fine that develops a formal framework for reasoning about arbitrary objects in logic and metaphysics.
  • A. A Theory of Objects
    A Theory of Objects is a foundational book in theoretical computer science that develops a rigorous mathematical framework for understanding object-oriented programming and type systems.
  • B. “A System for Representing and Using Real-World Knowledge”
    “A System for Representing and Using Real-World Knowledge” is a seminal AI research paper by John McCarthy that introduces a logical framework for representing commonsense knowledge about the real world.
  • C. The Safety of Objects
    The Safety of Objects is a 2001 independent drama film, based on A. M. Homes's short stories, that interweaves the lives of several suburban families coping with emotional disconnection and personal crises.
  • D. NETL: A System for Representing and Using Real-World Knowledge
    NETL: A System for Representing and Using Real-World Knowledge is an influential early work in artificial intelligence that introduces a network-based framework for encoding and reasoning about commonsense knowledge.
  • E. Temporal Logic of Actions
    Temporal Logic of Actions is a formal framework for specifying and reasoning about concurrent and distributed systems using temporal logic to describe system behaviors over time.
  • 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_69d6ab287ba48190a5178779fd19b9b7 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a65db52c8190a218736da17d0153 completed April 10, 2026, 7:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69f167b947d48190a07da6f5255d289a completed April 29, 2026, 2:06 a.m.
NEDg Description generation batch_69f17005c318819090e54bc64d135477 completed April 29, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69f17814de1881908973af026af5d1d1 completed April 29, 2026, 3:16 a.m.
Created at: April 8, 2026, 9:43 p.m.