Triple

T5105357
Position Surface form Disambiguated ID Type / Status
Subject Dave Winer E115077 entity
Predicate created P538 FINISHED
Object Frontier scripting environment
Frontier scripting environment is an early, influential scripting system and object database for the Mac, known for enabling web content automation and pioneering blogging and RSS tools.
 E494244 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: Frontier scripting environment | Statement: [Dave Winer, created, Frontier scripting environment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frontier scripting environment
Context triple: [Dave Winer, created, Frontier scripting environment]
  • A. FLOW-MATIC programming language
    FLOW-MATIC programming language is an early English-like business data processing language developed in the 1950s that heavily influenced the design of COBOL.
  • B. UCSD p-System
    UCSD p-System is a portable operating system and programming environment based on the Pascal language and p-code virtual machine, widely used in the late 1970s and early 1980s across multiple hardware platforms.
  • C. Eiffel programming language
    Eiffel is an object-oriented programming language designed by Bertrand Meyer that emphasizes software correctness through features like Design by Contract and strong support for modular, reusable code.
  • D. Vale programming language
    Vale is a memory-safe, performance-focused systems programming language that explores region-based memory management and borrow-checking concepts similar to those in Rust.
  • E. Limbo programming language
    Limbo is a concurrent, modular programming language designed at Bell Labs for building distributed systems, notably used in the Inferno operating 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: Frontier scripting environment
Triple: [Dave Winer, created, Frontier scripting environment]
Generated description
Frontier scripting environment is an early, influential scripting system and object database for the Mac, known for enabling web content automation and pioneering blogging and RSS tools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frontier scripting environment
Target entity description: Frontier scripting environment is an early, influential scripting system and object database for the Mac, known for enabling web content automation and pioneering blogging and RSS tools.
  • A. FLOW-MATIC programming language
    FLOW-MATIC programming language is an early English-like business data processing language developed in the 1950s that heavily influenced the design of COBOL.
  • B. UCSD p-System
    UCSD p-System is a portable operating system and programming environment based on the Pascal language and p-code virtual machine, widely used in the late 1970s and early 1980s across multiple hardware platforms.
  • C. Eiffel programming language
    Eiffel is an object-oriented programming language designed by Bertrand Meyer that emphasizes software correctness through features like Design by Contract and strong support for modular, reusable code.
  • D. Vale programming language
    Vale is a memory-safe, performance-focused systems programming language that explores region-based memory management and borrow-checking concepts similar to those in Rust.
  • E. Limbo programming language
    Limbo is a concurrent, modular programming language designed at Bell Labs for building distributed systems, notably used in the Inferno operating 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_69bd4440b3348190be1251fd8b7951f1 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7589e40c8190a46e4a1b7142be14 completed March 20, 2026, 4:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69beba95dbd48190a7d87f3af77424e0 completed March 21, 2026, 3:34 p.m.
NEDg Description generation batch_69bebb5e60e08190b030f5eeaac49ab7 completed March 21, 2026, 3:38 p.m.
NED2 Entity disambiguation (via description) batch_69bebd1f6e348190b61c89706b683ff3 completed March 21, 2026, 3:45 p.m.
Created at: March 20, 2026, 1:41 p.m.