Triple

T2792698
Position Surface form Disambiguated ID Type / Status
Subject GNU Awk E61964 entity
Predicate implements P1417 FINISHED
Object AWK programming language
AWK is a concise, pattern-directed text processing and data extraction programming language commonly used in Unix-like environments for scripting and report generation.
 E61964 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: AWK programming language | Statement: [GNU Awk, implements, AWK programming language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AWK programming language
Context triple: [GNU Awk, implements, AWK programming language]
  • A. GNU Awk
    GNU Awk is the GNU Project’s enhanced implementation of the AWK programming language, widely used for powerful text processing and data extraction in Unix-like environments.
  • B. "Unix Text Processing"
    "Unix Text Processing" is a classic technical book that teaches practical techniques for manipulating and formatting text on Unix systems using tools like sed, awk, and troff.
  • C. ABC programming language
    ABC is an early high-level, interactive programming language developed at CWI that emphasized readability and simplicity, and later influenced the design of Python.
  • D. Algol 68C
    Algol 68C is a compiler implementation of the Algol 68 programming language, designed to translate its advanced structured constructs into executable machine code.
  • E. APL
    APL is a widely cited peer-reviewed scientific journal focusing on rapid publication of significant new research in applied physics.
  • 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: AWK programming language
Triple: [GNU Awk, implements, AWK programming language]
Generated description
AWK is a concise, pattern-directed text processing and data extraction programming language commonly used in Unix-like environments for scripting and report generation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AWK programming language
Target entity description: AWK is a concise, pattern-directed text processing and data extraction programming language commonly used in Unix-like environments for scripting and report generation.
  • A. GNU Awk chosen
    GNU Awk is the GNU Project’s enhanced implementation of the AWK programming language, widely used for powerful text processing and data extraction in Unix-like environments.
  • B. "Unix Text Processing"
    "Unix Text Processing" is a classic technical book that teaches practical techniques for manipulating and formatting text on Unix systems using tools like sed, awk, and troff.
  • C. ABC programming language
    ABC is an early high-level, interactive programming language developed at CWI that emphasized readability and simplicity, and later influenced the design of Python.
  • D. Algol 68C
    Algol 68C is a compiler implementation of the Algol 68 programming language, designed to translate its advanced structured constructs into executable machine code.
  • E. APL
    APL is a widely cited peer-reviewed scientific journal focusing on rapid publication of significant new research in applied physics.
  • F. None of above.

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_69afc65ebe788190859012e930918b05 completed March 10, 2026, 7:21 a.m.
NEDg Description generation batch_69afc6c6c620819098b76db174a6f98e completed March 10, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69afc72b2e3c8190aad78ac8924f07af completed March 10, 2026, 7:24 a.m.
Created at: March 6, 2026, 9:58 p.m.