Triple

T2792562
Position Surface form Disambiguated ID Type / Status
Subject GNU Autoconf E61961 entity
Predicate replaced P101 FINISHED
Object Imake in many projects
Imake in many projects is an older, makefile-generation system once widely used in Unix and X Window System builds before being largely superseded by tools like GNU Autoconf.
E299194 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: Imake in many projects | Statement: [GNU Autoconf, replaced, Imake in many projects]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Imake in many projects
Context triple: [GNU Autoconf, replaced, Imake in many projects]
  • A. The Project
    The Project is an Australian television news and current affairs panel show on Network Ten that blends serious journalism with comedy and pop culture commentary.
  • B. Machen
    Machen is a surname most notably associated with J. Gresham Machen, an influential early 20th-century American Presbyterian theologian and New Testament scholar.
  • C. Mono project
    The Mono project is an open-source implementation of Microsoft's .NET framework designed to enable cross-platform development, particularly for Linux and other non-Windows systems.
  • D. There Is More Than One Way To Do It
    "There Is More Than One Way To Do It" is a famous Perl programming motto coined by Larry Wall that celebrates flexibility and multiple valid approaches to solving problems in code.
  • E. Makers
    Makers is a science fiction novel by Cory Doctorow that explores a near-future maker culture, disruptive innovation, and the social and economic upheavals caused by rapid technological change.
  • 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: Imake in many projects
Triple: [GNU Autoconf, replaced, Imake in many projects]
Generated description
Imake in many projects is an older, makefile-generation system once widely used in Unix and X Window System builds before being largely superseded by tools like GNU Autoconf.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Imake in many projects
Target entity description: Imake in many projects is an older, makefile-generation system once widely used in Unix and X Window System builds before being largely superseded by tools like GNU Autoconf.
  • A. The Project
    The Project is an Australian television news and current affairs panel show on Network Ten that blends serious journalism with comedy and pop culture commentary.
  • B. Machen
    Machen is a surname most notably associated with J. Gresham Machen, an influential early 20th-century American Presbyterian theologian and New Testament scholar.
  • C. Mono project
    The Mono project is an open-source implementation of Microsoft's .NET framework designed to enable cross-platform development, particularly for Linux and other non-Windows systems.
  • D. There Is More Than One Way To Do It
    "There Is More Than One Way To Do It" is a famous Perl programming motto coined by Larry Wall that celebrates flexibility and multiple valid approaches to solving problems in code.
  • E. Makers
    Makers is a science fiction novel by Cory Doctorow that explores a near-future maker culture, disruptive innovation, and the social and economic upheavals caused by rapid technological change.
  • 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_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.