Triple

T15591614
Position Surface form Disambiguated ID Type / Status
Subject Step Up 2: The Streets E374756 entity
Predicate writer P1360 FINISHED
Object Toni Ann Johnson
Toni Ann Johnson is an American screenwriter and author known for her work on films such as the dance drama "Step Up 2: The Streets."
E1174365 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: Toni Ann Johnson | Statement: [Step Up 2: The Streets, writer, Toni Ann Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Toni Ann Johnson
Context triple: [Step Up 2: The Streets, writer, Toni Ann Johnson]
  • A. Doria Loyce Ragland
    Doria Loyce Ragland is an American social worker, former makeup artist, and yoga instructor best known as the mother of Meghan, Duchess of Sussex.
  • B. Denetta Lyles
    Denetta Lyles is known as the former wife of Rodney King, whose 1991 beating by Los Angeles police officers and the subsequent acquittals sparked the 1992 LA riots.
  • C. LouAnne Johnson
    LouAnne Johnson is an American teacher and author best known for her memoir about working with at-risk high school students, which inspired the film "Dangerous Minds."
  • D. Grace Nail Johnson
    Grace Nail Johnson was an African American civil rights activist, patron of the arts, and Harlem Renaissance figure who championed Black literature and culture while preserving the legacy of her husband, writer and NAACP leader James Weldon Johnson.
  • E. Martha Rountree
    Martha Rountree was an American journalist and pioneering television producer best known for creating and serving as the first moderator of the long-running public affairs program "Meet the Press."
  • 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: Toni Ann Johnson
Triple: [Step Up 2: The Streets, writer, Toni Ann Johnson]
Generated description
Toni Ann Johnson is an American screenwriter and author known for her work on films such as the dance drama "Step Up 2: The Streets."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Toni Ann Johnson
Target entity description: Toni Ann Johnson is an American screenwriter and author known for her work on films such as the dance drama "Step Up 2: The Streets."
  • A. Doria Loyce Ragland
    Doria Loyce Ragland is an American social worker, former makeup artist, and yoga instructor best known as the mother of Meghan, Duchess of Sussex.
  • B. Denetta Lyles
    Denetta Lyles is known as the former wife of Rodney King, whose 1991 beating by Los Angeles police officers and the subsequent acquittals sparked the 1992 LA riots.
  • C. LouAnne Johnson
    LouAnne Johnson is an American teacher and author best known for her memoir about working with at-risk high school students, which inspired the film "Dangerous Minds."
  • D. Grace Nail Johnson
    Grace Nail Johnson was an African American civil rights activist, patron of the arts, and Harlem Renaissance figure who championed Black literature and culture while preserving the legacy of her husband, writer and NAACP leader James Weldon Johnson.
  • E. Martha Rountree
    Martha Rountree was an American journalist and pioneering television producer best known for creating and serving as the first moderator of the long-running public affairs program "Meet the Press."
  • 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_69d85cce25008190b13b52745fbd719b completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e4b903c8190a35f9267cb38e721 completed April 16, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff82e56ffc81909e3228a660df4e09 completed May 9, 2026, 6:54 p.m.
NEDg Description generation batch_69ff83b7a534819090e24491579376c3 completed May 9, 2026, 6:57 p.m.
NED2 Entity disambiguation (via description) batch_69ff844fa00c8190a47eb46394db097b completed May 9, 2026, 7 p.m.
Created at: April 10, 2026, 4:12 a.m.