Triple

T2792755
Position Surface form Disambiguated ID Type / Status
Subject GNU Findutils E61965 entity
Predicate component P35 FINISHED
Object xargs
xargs is a Unix command-line utility that builds and executes command lines from standard input, enabling efficient batch processing of large lists of arguments.
 E301356 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: xargs | Statement: [GNU Findutils, component, xargs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: xargs
Context triple: [GNU Findutils, component, xargs]
  • A. Exec
    Exec is the multitasking operating system kernel at the core of the Amiga computer platform, managing tasks, memory, and hardware resources.
  • B. egrep
    egrep is a variant of the grep command-line utility that searches text using extended regular expressions for more powerful pattern matching.
  • C. GNU Core Utilities
    GNU Core Utilities is a collection of essential command-line tools for Unix-like operating systems, providing fundamental file, text, and shell utilities widely used in GNU/Linux systems.
  • D. BusyBox
    BusyBox is a compact software suite that combines many common Unix utilities into a single executable, widely used in lightweight and embedded Linux systems.
  • E. 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.
  • 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: xargs
Triple: [GNU Findutils, component, xargs]
Generated description
xargs is a Unix command-line utility that builds and executes command lines from standard input, enabling efficient batch processing of large lists of arguments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: xargs
Target entity description: xargs is a Unix command-line utility that builds and executes command lines from standard input, enabling efficient batch processing of large lists of arguments.
  • A. Exec
    Exec is the multitasking operating system kernel at the core of the Amiga computer platform, managing tasks, memory, and hardware resources.
  • B. egrep
    egrep is a variant of the grep command-line utility that searches text using extended regular expressions for more powerful pattern matching.
  • C. GNU Core Utilities
    GNU Core Utilities is a collection of essential command-line tools for Unix-like operating systems, providing fundamental file, text, and shell utilities widely used in GNU/Linux systems.
  • D. BusyBox
    BusyBox is a compact software suite that combines many common Unix utilities into a single executable, widely used in lightweight and embedded Linux systems.
  • E. 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.
  • 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_69ab4b7f51d881908768300ebd2fbdae completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abddd107ac81908eb1a6946834eee3 completed March 7, 2026, 8:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69afce9069f481908c4a3e8814caf590 completed March 10, 2026, 7:56 a.m.
NEDg Description generation batch_69afcf3aa64081909fe4007d94df48c2 completed March 10, 2026, 7:58 a.m.
NED2 Entity disambiguation (via description) batch_69afcfe8a140819095daa37d539e4c72 completed March 10, 2026, 8:01 a.m.
Created at: March 6, 2026, 9:58 p.m.