Triple

T18255658
Position Surface form Disambiguated ID Type / Status
Subject Raku E437216 entity
Predicate standardPackageManager P11904 FINISHED
Object zef
zef is the primary package manager and module installer used in the Raku programming language ecosystem.
 E1313834 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: zef | Statement: [Raku, standardPackageManager, zef]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: zef
Context triple: [Raku, standardPackageManager, zef]
  • A. ZF
    ZF is the standard axiomatic framework for set theory that underpins much of modern mathematics.
  • B. ZF
    ZF is a German automotive supplier and technology company known for producing driveline and chassis components as well as active and passive safety systems.
  • C. Zoff
    Zoff is the surname of Dino Zoff, the legendary Italian goalkeeper and World Cup–winning captain.
  • D. ZFA
    ZFA is a variant of set theory that allows sets with atoms (urelements), often used in constructing permutation models like those of Fraenkel–Mostowski.
  • E. ZOFRI
    ZOFRI is a major free trade zone and commercial hub located in Iquique, Chile, serving as a key center for import, export, and regional distribution.
  • 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: zef
Triple: [Raku, standardPackageManager, zef]
Generated description
zef is the primary package manager and module installer used in the Raku programming language ecosystem.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: zef
Target entity description: zef is the primary package manager and module installer used in the Raku programming language ecosystem.
  • A. ZF
    ZF is a German automotive supplier and technology company known for producing driveline and chassis components as well as active and passive safety systems.
  • B. ZF
    ZF is the standard axiomatic framework for set theory that underpins much of modern mathematics.
  • C. Zoff
    Zoff is the surname of Dino Zoff, the legendary Italian goalkeeper and World Cup–winning captain.
  • D. ZFA
    ZFA is a variant of set theory that allows sets with atoms (urelements), often used in constructing permutation models like those of Fraenkel–Mostowski.
  • E. ZOFRI
    ZOFRI is a major free trade zone and commercial hub located in Iquique, Chile, serving as a key center for import, export, and regional distribution.
  • 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_69d8b913351c8190932b6a426de04b41 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4fd85ee548190a102611fcf709ad4 completed April 19, 2026, 4:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03ac79bc7881909794d5f563ab0552 completed May 12, 2026, 10:40 p.m.
NEDg Description generation batch_6a03ad3be75c819080f57a24747ec55f completed May 12, 2026, 10:44 p.m.
NED2 Entity disambiguation (via description) batch_6a03aedfa7908190b7c17292e98a3bdb completed May 12, 2026, 10:51 p.m.
Created at: April 10, 2026, 10:34 a.m.