Triple

T3477131
Position Surface form Disambiguated ID Type / Status
Subject SaveMoney E73400 entity
Predicate associatedAct P37 FINISHED
Object Brian Fresco
Brian Fresco is a Chicago-based rapper known as a member of the SaveMoney collective alongside artists like Chance the Rapper and Vic Mensa.
 E404365 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: Brian Fresco | Statement: [SaveMoney, associatedAct, Brian Fresco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brian Fresco
Context triple: [SaveMoney, associatedAct, Brian Fresco]
  • A. Greg Finton
    Greg Finton is a film editor known for his work on documentaries and feature films, including the acclaimed documentary "He Named Me Malala."
  • B. Ken Schretzmann
    Ken Schretzmann is a film editor known for his work on major animated features, including Guillermo del Toro's stop-motion adaptation of Pinocchio.
  • C. Mark Dacascos
    Mark Dacascos is an American actor and martial artist known for his roles in action films and television, as well as for serving as the Chairman on the TV show "Iron Chef America."
  • D. Andy Robustelli
    Andy Robustelli was a Hall of Fame defensive end best known for his dominant play with the New York Giants during the 1950s and early 1960s.
  • E. Nick Clemons
    Nick Clemons is an American musician and singer-songwriter, best known as the son of legendary E Street Band saxophonist Clarence Clemons and for leading his own rock and soul projects.
  • 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: Brian Fresco
Triple: [SaveMoney, associatedAct, Brian Fresco]
Generated description
Brian Fresco is a Chicago-based rapper known as a member of the SaveMoney collective alongside artists like Chance the Rapper and Vic Mensa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brian Fresco
Target entity description: Brian Fresco is a Chicago-based rapper known as a member of the SaveMoney collective alongside artists like Chance the Rapper and Vic Mensa.
  • A. Greg Finton
    Greg Finton is a film editor known for his work on documentaries and feature films, including the acclaimed documentary "He Named Me Malala."
  • B. Ken Schretzmann
    Ken Schretzmann is a film editor known for his work on major animated features, including Guillermo del Toro's stop-motion adaptation of Pinocchio.
  • C. Mark Dacascos
    Mark Dacascos is an American actor and martial artist known for his roles in action films and television, as well as for serving as the Chairman on the TV show "Iron Chef America."
  • D. Andy Robustelli
    Andy Robustelli was a Hall of Fame defensive end best known for his dominant play with the New York Giants during the 1950s and early 1960s.
  • E. Nick Clemons
    Nick Clemons is an American musician and singer-songwriter, best known as the son of legendary E Street Band saxophonist Clarence Clemons and for leading his own rock and soul projects.
  • 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_69ad85b3c9b08190857cae74c7f36da9 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb5a5cb88190be5624ae224e4c91 completed March 8, 2026, 6:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69b53fd1a2088190b43cded6c0e90633 completed March 14, 2026, 11 a.m.
NEDg Description generation batch_69b5414ed2b4819095f20d96e301a7b2 completed March 14, 2026, 11:06 a.m.
NED2 Entity disambiguation (via description) batch_69b541a55cb081909ec1f87a7553b6f2 completed March 14, 2026, 11:08 a.m.
Created at: March 8, 2026, 3:17 p.m.