Triple

T12516477
Position Surface form Disambiguated ID Type / Status
Subject Arnold Robbins E299202 entity
Predicate notableWork P4 FINISHED
Object Classic Shell Scripting
Classic Shell Scripting is a technical book that teaches practical Unix shell scripting techniques and tools for automating tasks and managing systems.
E987004 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: Classic Shell Scripting | Statement: [Arnold Robbins, notableWork, Classic Shell Scripting]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Classic Shell Scripting
Context triple: [Arnold Robbins, notableWork, Classic Shell Scripting]
  • A. Bash
    Bash is a rock-themed Earth-element dragon character from the Skylanders video game series, known for his powerful rolling and tail-based attacks.
  • B. Unix shell
    A Unix shell is a command-line interpreter and scripting environment used on Unix and Unix-like systems to execute commands, run programs, and automate tasks.
  • C. Shell
    Shell is a major global oil and gas company headquartered in the Netherlands and the United Kingdom, known for its extensive energy production, refining, and retail operations.
  • D. Shell
    "Shell" is a minimalist, bass-heavy hip-hop track by Chicago rapper Valee, showcasing his laid-back flow and off-kilter delivery.
  • E. In the Beginning... Was the Command Line
    In the Beginning... Was the Command Line is a long-form essay by Neal Stephenson that explores the history, culture, and philosophy of operating systems and hacker culture at the turn of the digital age.
  • 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: Classic Shell Scripting
Triple: [Arnold Robbins, notableWork, Classic Shell Scripting]
Generated description
Classic Shell Scripting is a technical book that teaches practical Unix shell scripting techniques and tools for automating tasks and managing systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Classic Shell Scripting
Target entity description: Classic Shell Scripting is a technical book that teaches practical Unix shell scripting techniques and tools for automating tasks and managing systems.
  • A. Bash
    Bash is a rock-themed Earth-element dragon character from the Skylanders video game series, known for his powerful rolling and tail-based attacks.
  • B. Unix shell
    A Unix shell is a command-line interpreter and scripting environment used on Unix and Unix-like systems to execute commands, run programs, and automate tasks.
  • C. Shell
    Shell is a major global oil and gas company headquartered in the Netherlands and the United Kingdom, known for its extensive energy production, refining, and retail operations.
  • D. Shell
    "Shell" is a minimalist, bass-heavy hip-hop track by Chicago rapper Valee, showcasing his laid-back flow and off-kilter delivery.
  • E. In the Beginning... Was the Command Line
    In the Beginning... Was the Command Line is a long-form essay by Neal Stephenson that explores the history, culture, and philosophy of operating systems and hacker culture at the turn of the digital age.
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9541f80148190976d1d912fe155d0 completed April 10, 2026, 7:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bbd58b88190baeb99380babf64f completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64ce257348190b01179773992d414 completed May 2, 2026, 7:13 p.m.
NED2 Entity disambiguation (via description) batch_69f64da735f48190b051ce173c13e5b2 completed May 2, 2026, 7:16 p.m.
Created at: April 8, 2026, 9:57 p.m.