Triple

T7442491
Position Surface form Disambiguated ID Type / Status
Subject Shaq Fu: Da Return E171787 entity
Predicate featuresArtist P1952 FINISHED
Object Fu-Schnickens
Fu-Schnickens was an early 1990s American hip hop group known for their fast-paced, tongue-twisting raps and playful, Afrocentric style.
E665484 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: Fu-Schnickens | Statement: [Shaq Fu: Da Return, featuresArtist, Fu-Schnickens]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fu-Schnickens
Context triple: [Shaq Fu: Da Return, featuresArtist, Fu-Schnickens]
  • A. Schnapp
    Schnapp is the surname of American actor Noah Schnapp, best known for his role as Will Byers in the television series "Stranger Things."
  • B. Fink
    Fink is a British singer-songwriter and producer known for his atmospheric blend of folk, blues, and electronic music.
  • C. Fink
    Fink is an open-source package management system that brings a wide range of Unix and open-source software to macOS by compiling and distributing it in a convenient, Debian-like format.
  • D. Frank-N-Dank
    Frank-N-Dank is a Detroit hip hop duo known for their close collaboration with producer J Dilla and their raw, energetic underground rap style.
  • E. Yank
    Yank is a central character in John Patrick's wartime drama "The Hasty Heart," portrayed as a tough, emotionally guarded American soldier whose interactions with fellow patients reveal his vulnerability and capacity for friendship.
  • 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: Fu-Schnickens
Triple: [Shaq Fu: Da Return, featuresArtist, Fu-Schnickens]
Generated description
Fu-Schnickens was an early 1990s American hip hop group known for their fast-paced, tongue-twisting raps and playful, Afrocentric style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fu-Schnickens
Target entity description: Fu-Schnickens was an early 1990s American hip hop group known for their fast-paced, tongue-twisting raps and playful, Afrocentric style.
  • A. Schnapp
    Schnapp is the surname of American actor Noah Schnapp, best known for his role as Will Byers in the television series "Stranger Things."
  • B. Fink
    Fink is a British singer-songwriter and producer known for his atmospheric blend of folk, blues, and electronic music.
  • C. Fink
    Fink is an open-source package management system that brings a wide range of Unix and open-source software to macOS by compiling and distributing it in a convenient, Debian-like format.
  • D. Frank-N-Dank
    Frank-N-Dank is a Detroit hip hop duo known for their close collaboration with producer J Dilla and their raw, energetic underground rap style.
  • E. Yank
    Yank is a central character in John Patrick's wartime drama "The Hasty Heart," portrayed as a tough, emotionally guarded American soldier whose interactions with fellow patients reveal his vulnerability and capacity for friendship.
  • 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_69c68a65402881908f7869368eb746fb completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f36d0fbc81908cb7cfe99f80de08 completed March 27, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8279c9cec8190bde450f845f7d0ea completed March 28, 2026, 7:10 p.m.
NEDg Description generation batch_69c828c8b0588190a5a99380dc25d837 completed March 28, 2026, 7:15 p.m.
NED2 Entity disambiguation (via description) batch_69c8296962b48190b9f5cc4a66b93b91 completed March 28, 2026, 7:18 p.m.
Created at: March 27, 2026, 3:13 p.m.