Triple

T21894253
Position Surface form Disambiguated ID Type / Status
Subject Joey Spampinato E540633 entity
Predicate associatedAct P37 FINISHED
Object Spampinato Brothers
Spampinato Brothers is a rock and roots music band formed by bassist Joey Spampinato and his brother, known for blending rockabilly, blues, and Americana influences.
E1506980 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: Spampinato Brothers | Statement: [Joey Spampinato, associatedAct, Spampinato Brothers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Spampinato Brothers
Context triple: [Joey Spampinato, associatedAct, Spampinato Brothers]
  • A. Piccirilli Brothers
    Piccirilli Brothers was a renowned family-run American stone-carving firm best known for executing major public sculptures and monuments in the late 19th and early 20th centuries.
  • B. Picard Brothers
    Picard Brothers are a French electronic music producer and DJ duo known for crafting polished, dance-oriented pop and club tracks for major international artists.
  • C. Benassi Bros.
    Benassi Bros. is an Italian electronic music project led by DJ and producer Benny Benassi, known for its club-oriented house tracks and collaborations with various vocalists.
  • D. Schlumpf brothers
    The Schlumpf brothers were Swiss-born French industrialists and passionate car collectors best known for amassing the vast Bugatti-focused collection that became the core of France’s Cité de l’Automobile museum.
  • E. The Overbrook Brothers
    The Overbrook Brothers is an independent American film, often categorized as a dramedy, that follows two estranged siblings on a road trip where long-buried family tensions and secrets surface.
  • 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: Spampinato Brothers
Triple: [Joey Spampinato, associatedAct, Spampinato Brothers]
Generated description
Spampinato Brothers is a rock and roots music band formed by bassist Joey Spampinato and his brother, known for blending rockabilly, blues, and Americana influences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Spampinato Brothers
Target entity description: Spampinato Brothers is a rock and roots music band formed by bassist Joey Spampinato and his brother, known for blending rockabilly, blues, and Americana influences.
  • A. Piccirilli Brothers
    Piccirilli Brothers was a renowned family-run American stone-carving firm best known for executing major public sculptures and monuments in the late 19th and early 20th centuries.
  • B. Picard Brothers
    Picard Brothers are a French electronic music producer and DJ duo known for crafting polished, dance-oriented pop and club tracks for major international artists.
  • C. Benassi Bros.
    Benassi Bros. is an Italian electronic music project led by DJ and producer Benny Benassi, known for its club-oriented house tracks and collaborations with various vocalists.
  • D. Schlumpf brothers
    The Schlumpf brothers were Swiss-born French industrialists and passionate car collectors best known for amassing the vast Bugatti-focused collection that became the core of France’s Cité de l’Automobile museum.
  • E. The Overbrook Brothers
    The Overbrook Brothers is an independent American film, often categorized as a dramedy, that follows two estranged siblings on a road trip where long-buried family tensions and secrets surface.
  • 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_69e0c47a95908190ae3e19b716accb3d completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f11fc539708190a42f202e7404a213 completed April 28, 2026, 8:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a52c106c8819083d0410b52d41a14 completed May 17, 2026, 11:44 p.m.
NEDg Description generation batch_6a0a5375251c8190bd56103ad7465378 completed May 17, 2026, 11:47 p.m.
NED2 Entity disambiguation (via description) batch_6a0a54a231ec8190921160d7a1156aa5 completed May 17, 2026, 11:52 p.m.
Created at: April 16, 2026, 7:07 p.m.