Triple

T12516144
Position Surface form Disambiguated ID Type / Status
Subject GNU Autotools E299195 entity
Predicate component P35 FINISHED
Object Aclocal
Aclocal is a GNU Autotools utility that automatically generates the aclocal.m4 file by collecting and combining macro definitions from various m4 macro files used in the build configuration process.
E986994 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: Aclocal | Statement: [GNU Autotools, component, Aclocal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aclocal
Context triple: [GNU Autotools, component, Aclocal]
  • A. Localish
    Localish is a lifestyle-focused digital media brand and programming initiative that produces short-form, feel-good stories about local communities, food, and culture across the United States.
  • B. Local World
    Local World was a major UK regional newspaper and digital publisher formed in 2012 that owned numerous local titles before being absorbed into Trinity Mirror (now Reach plc).
  • C. Local Fluff
    Local Fluff is a small, low-density interstellar cloud of gas and dust through which our solar system is currently traveling within the Milky Way.
  • D. Amapro
    Amapro is a Japanese production company known for its involvement in creating television and film projects such as the crime drama series "Tokyo Vice."
  • E. Larcomar
    Larcomar is a popular cliffside shopping and entertainment center in Lima, Peru, overlooking the Pacific Ocean and known for its restaurants, boutiques, and ocean views.
  • 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: Aclocal
Triple: [GNU Autotools, component, Aclocal]
Generated description
Aclocal is a GNU Autotools utility that automatically generates the aclocal.m4 file by collecting and combining macro definitions from various m4 macro files used in the build configuration process.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aclocal
Target entity description: Aclocal is a GNU Autotools utility that automatically generates the aclocal.m4 file by collecting and combining macro definitions from various m4 macro files used in the build configuration process.
  • A. Localish
    Localish is a lifestyle-focused digital media brand and programming initiative that produces short-form, feel-good stories about local communities, food, and culture across the United States.
  • B. Local World
    Local World was a major UK regional newspaper and digital publisher formed in 2012 that owned numerous local titles before being absorbed into Trinity Mirror (now Reach plc).
  • C. Local Fluff
    Local Fluff is a small, low-density interstellar cloud of gas and dust through which our solar system is currently traveling within the Milky Way.
  • D. Amapro
    Amapro is a Japanese production company known for its involvement in creating television and film projects such as the crime drama series "Tokyo Vice."
  • E. Larcomar
    Larcomar is a popular cliffside shopping and entertainment center in Lima, Peru, overlooking the Pacific Ocean and known for its restaurants, boutiques, and ocean views.
  • 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.