Triple

T14622425
Position Surface form Disambiguated ID Type / Status
Subject Malcolm & Marie E343256 entity
Predicate editedBy P1954 FINISHED
Object Julio C. Perez IV
Julio C. Perez IV is a film editor best known for his frequent collaborations with director Sam Levinson, including work on projects like "Malcolm & Marie" and the series "Euphoria."
E1118452 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: Julio C. Perez IV | Statement: [Malcolm & Marie, editedBy, Julio C. Perez IV]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Julio C. Perez IV
Context triple: [Malcolm & Marie, editedBy, Julio C. Perez IV]
  • A. Joseph I. Castro
    Joseph I. Castro is an American academic administrator who served as chancellor of the California State University system.
  • B. Jaime P. Gomez
    Jaime P. Gomez is an American actor best known for his role as Inspector Evan Cortez on the television series "Nash Bridges."
  • C. Carlos E. Muñoz
    Carlos E. Muñoz is a mathematician known for his work under the supervision of renowned analyst Carlos Kenig.
  • D. Alfonso Lopez, Jr.
    Alfonso Lopez, Jr. is the high school student whose challenge to a federal gun-possession law led to the landmark 1995 U.S. Supreme Court case United States v. Lopez, which limited Congress’s power under the Commerce Clause.
  • E. Arnold I. Palacios
    Arnold I. Palacios is a Northern Mariana Islands politician who has served in top territorial leadership roles, including as lieutenant governor and later as governor.
  • 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: Julio C. Perez IV
Triple: [Malcolm & Marie, editedBy, Julio C. Perez IV]
Generated description
Julio C. Perez IV is a film editor best known for his frequent collaborations with director Sam Levinson, including work on projects like "Malcolm & Marie" and the series "Euphoria."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Julio C. Perez IV
Target entity description: Julio C. Perez IV is a film editor best known for his frequent collaborations with director Sam Levinson, including work on projects like "Malcolm & Marie" and the series "Euphoria."
  • A. Joseph I. Castro
    Joseph I. Castro is an American academic administrator who served as chancellor of the California State University system.
  • B. Jaime P. Gomez
    Jaime P. Gomez is an American actor best known for his role as Inspector Evan Cortez on the television series "Nash Bridges."
  • C. Carlos E. Muñoz
    Carlos E. Muñoz is a mathematician known for his work under the supervision of renowned analyst Carlos Kenig.
  • D. Alfonso Lopez, Jr.
    Alfonso Lopez, Jr. is the high school student whose challenge to a federal gun-possession law led to the landmark 1995 U.S. Supreme Court case United States v. Lopez, which limited Congress’s power under the Commerce Clause.
  • E. Arnold I. Palacios
    Arnold I. Palacios is a Northern Mariana Islands politician who has served in top territorial leadership roles, including as lieutenant governor and later as governor.
  • 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_69d822dffc3c8190aa173b90761bffda completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb466a61c81908a110d40fb959b6f completed April 14, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe0cd952ec8190ae3013297e81309e completed May 8, 2026, 4:18 p.m.
NEDg Description generation batch_69fe157bac5081908dd3d1450f7df22c completed May 8, 2026, 4:55 p.m.
NED2 Entity disambiguation (via description) batch_69fe161316908190931ffaa75c51de05 completed May 8, 2026, 4:57 p.m.
Created at: April 10, 2026, 1:25 a.m.