Triple

T5269825
Position Surface form Disambiguated ID Type / Status
Subject Butch Walker E119228 entity
Predicate hasCollaboratedWith P8554 FINISHED
Object American Hi-Fi
American Hi-Fi is an American rock band best known for their early-2000s pop-punk and alternative rock hits like "Flavor of the Weak."
E507580 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: American Hi-Fi | Statement: [Butch Walker, hasCollaboratedWith, American Hi-Fi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American Hi-Fi
Context triple: [Butch Walker, hasCollaboratedWith, American Hi-Fi]
  • A. Before She Said Hi
    "Before She Said Hi" is a song featured on the album "Evolver."
  • B. Hollywood Heights
    Hollywood Heights is a hillside residential neighborhood in central Los Angeles known for its winding streets, historic homes, and close proximity to the Hollywood Bowl and Hollywood Boulevard.
  • C. Him & Her
    Him & Her is a British television sitcom that follows the mundane yet humorous lives of a lazy couple in their twenties, known for its naturalistic style and intimate, single-location setting.
  • D. California Gurls
    "California Gurls" is a 2010 summer-themed pop song by Katy Perry featuring Snoop Dogg that became a major international hit and cultural anthem.
  • E. If Not Higher
    "If Not Higher" is a classic Yiddish short story by I. L. Peretz that gently satirizes religious hypocrisy while celebrating genuine piety and compassion.
  • 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: American Hi-Fi
Triple: [Butch Walker, hasCollaboratedWith, American Hi-Fi]
Generated description
American Hi-Fi is an American rock band best known for their early-2000s pop-punk and alternative rock hits like "Flavor of the Weak."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American Hi-Fi
Target entity description: American Hi-Fi is an American rock band best known for their early-2000s pop-punk and alternative rock hits like "Flavor of the Weak."
  • A. Before She Said Hi
    "Before She Said Hi" is a song featured on the album "Evolver."
  • B. Hollywood Heights
    Hollywood Heights is a hillside residential neighborhood in central Los Angeles known for its winding streets, historic homes, and close proximity to the Hollywood Bowl and Hollywood Boulevard.
  • C. Him & Her
    Him & Her is a British television sitcom that follows the mundane yet humorous lives of a lazy couple in their twenties, known for its naturalistic style and intimate, single-location setting.
  • D. California Gurls
    "California Gurls" is a 2010 summer-themed pop song by Katy Perry featuring Snoop Dogg that became a major international hit and cultural anthem.
  • E. If Not Higher
    "If Not Higher" is a classic Yiddish short story by I. L. Peretz that gently satirizes religious hypocrisy while celebrating genuine piety and compassion.
  • 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_69bd446c38e081908cdaf113bdf86790 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7bff37cc819095423cf914086c1b completed March 20, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69befe9542488190b715bc4bd800cb02 completed March 21, 2026, 8:24 p.m.
NEDg Description generation batch_69beff3029dc8190b4dc5e207a2bfa03 completed March 21, 2026, 8:27 p.m.
NED2 Entity disambiguation (via description) batch_69befffc0e388190a02624d4f466a2a9 completed March 21, 2026, 8:30 p.m.
Created at: March 20, 2026, 1:51 p.m.