Triple

T8022799
Position Surface form Disambiguated ID Type / Status
Subject Walk It Talk It E186777 entity
Predicate writer P1360 FINISHED
Object Daryl McPherson
Daryl McPherson is a songwriter best known for co-writing the track "Walk It Talk It."
 E726270 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: Daryl McPherson | Statement: [Walk It Talk It, writer, Daryl McPherson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Daryl McPherson
Context triple: [Walk It Talk It, writer, Daryl McPherson]
  • A. Daryl Hicks
    Daryl Hicks is a notable individual recognized for achievements significant enough to be distinguished among people sharing the surname Hicks.
  • B. Mark McPherson
    Mark McPherson is the hardboiled detective protagonist in the classic 1944 film noir "Laura," who investigates the apparent murder of the title character and becomes increasingly obsessed with her.
  • C. Chris McAlister
    Chris McAlister is a former NFL cornerback best known for his Pro Bowl career with the Baltimore Ravens, including helping the team win Super Bowl XXXV.
  • D. Darryl Hickman
    Darryl Hickman is an American former child actor and film and television performer known for roles in classic Hollywood films and later work as a television executive and acting coach.
  • E. Daryl Anderson
    Daryl Anderson is a songwriter best known for co-writing the inspirational hip-hop track "Keep Ya Head Up."
  • 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: Daryl McPherson
Triple: [Walk It Talk It, writer, Daryl McPherson]
Generated description
Daryl McPherson is a songwriter best known for co-writing the track "Walk It Talk It."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Daryl McPherson
Target entity description: Daryl McPherson is a songwriter best known for co-writing the track "Walk It Talk It."
  • A. Daryl Hicks
    Daryl Hicks is a notable individual recognized for achievements significant enough to be distinguished among people sharing the surname Hicks.
  • B. Mark McPherson
    Mark McPherson is the hardboiled detective protagonist in the classic 1944 film noir "Laura," who investigates the apparent murder of the title character and becomes increasingly obsessed with her.
  • C. Chris McAlister
    Chris McAlister is a former NFL cornerback best known for his Pro Bowl career with the Baltimore Ravens, including helping the team win Super Bowl XXXV.
  • D. Darryl Hickman
    Darryl Hickman is an American former child actor and film and television performer known for roles in classic Hollywood films and later work as a television executive and acting coach.
  • E. Daryl Anderson
    Daryl Anderson is a songwriter best known for co-writing the inspirational hip-hop track "Keep Ya Head Up."
  • 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_69ca82ad4e2c8190a693e3c9e30fe66f completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3e8fb6788190a16413051ec26988 completed March 31, 2026, 3:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd94574a9c8190b826438a51f9ca02 completed April 1, 2026, 9:55 p.m.
NEDg Description generation batch_69cdab59ac188190ac017651b5a9a04a completed April 1, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69cdb2ae376c8190b3918ba6b269dba9 completed April 2, 2026, 12:05 a.m.
Created at: March 30, 2026, 5:21 p.m.