Triple

T1636257
Position Surface form Disambiguated ID Type / Status
Subject Red Hat Enterprise Linux E35364 entity
Predicate packageManager P5091 FINISHED
Object DNF
DNF is a modern, dependency-resolving package manager primarily used on Red Hat–based Linux distributions to install, update, and remove software.
 E184321 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: DNF | Statement: [Red Hat Enterprise Linux, packageManager, DNF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DNF
Context triple: [Red Hat Enterprise Linux, packageManager, DNF]
  • A. Gra
    Gra, an acronym for the Vilna Gaon (Rabbi Elijah ben Solomon Zalman), was an 18th-century Lithuanian Jewish sage renowned for his profound Talmudic, halachic, and Kabbalistic scholarship.
  • B. Ximending
    Ximending is a bustling shopping and entertainment district in Taipei known for its youth culture, street performances, and vibrant nightlife.
  • C. ST Arena
    ST Arena was the former name of Ondrej Nepela Arena, a major multi-purpose ice hockey and events venue in Bratislava, Slovakia.
  • D. DN
    DN is the official vehicle registration code used for the Indian union territory of Dadra and Nagar Haveli and Daman and Diu.
  • E. Crossfire
    "Crossfire" is a blues-rock song by Stevie Ray Vaughan and Double Trouble, known for its driving groove, punchy horn section, and socially conscious lyrics.
  • 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: DNF
Triple: [Red Hat Enterprise Linux, packageManager, DNF]
Generated description
DNF is a modern, dependency-resolving package manager primarily used on Red Hat–based Linux distributions to install, update, and remove software.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DNF
Target entity description: DNF is a modern, dependency-resolving package manager primarily used on Red Hat–based Linux distributions to install, update, and remove software.
  • A. Gra
    Gra, an acronym for the Vilna Gaon (Rabbi Elijah ben Solomon Zalman), was an 18th-century Lithuanian Jewish sage renowned for his profound Talmudic, halachic, and Kabbalistic scholarship.
  • B. Ximending
    Ximending is a bustling shopping and entertainment district in Taipei known for its youth culture, street performances, and vibrant nightlife.
  • C. ST Arena
    ST Arena was the former name of Ondrej Nepela Arena, a major multi-purpose ice hockey and events venue in Bratislava, Slovakia.
  • D. DN
    DN is the official vehicle registration code used for the Indian union territory of Dadra and Nagar Haveli and Daman and Diu.
  • E. Crossfire
    "Crossfire" is a blues-rock song by Stevie Ray Vaughan and Double Trouble, known for its driving groove, punchy horn section, and socially conscious lyrics.
  • 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_69a886036bc081909ff5de16dbe5e8ea completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90a17e8e08190afb78a953ab920ec completed March 5, 2026, 4:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad58dbd0608190be207ab2bcdc9eef completed March 8, 2026, 11:09 a.m.
NEDg Description generation batch_69ad5a625d088190bbacbb69a0569d49 completed March 8, 2026, 11:15 a.m.
NED2 Entity disambiguation (via description) batch_69ad5ae605f88190b5e42d7cf923e9bb completed March 8, 2026, 11:17 a.m.
Created at: March 4, 2026, 7:28 p.m.