Triple

T12934164
Position Surface form Disambiguated ID Type / Status
Subject Daylight E309460 entity
Predicate producer P490 FINISHED
Object Randi Richmond
Randi Richmond is a music producer known for work on the track "Daylight."
 E1105720 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: Randi Richmond | Statement: [Daylight, producer, Randi Richmond]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Randi Richmond
Context triple: [Daylight, producer, Randi Richmond]
  • A. Randi Rhodes
    Randi Rhodes is a progressive talk radio host best known for her outspoken, left-leaning political commentary and national prominence during the 2000s.
  • B. Teri Hudson
    Teri Hudson is the wife of Stanley Hudson, a character from the American television series "The Office."
  • C. Randi Reisfeld
    Randi Reisfeld is an American author best known for her young adult and teen fiction, including popular series and media tie-in novels.
  • D. Deanna Dunagan
    Deanna Dunagan is an American actress best known for her Tony Award–winning performance in the Broadway play "August: Osage County" and for her role in the horror film "The Visit."
  • E. Lindy Robbins
    Lindy Robbins is an American songwriter known for crafting hit pop songs for major artists across the contemporary music industry.
  • 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: Randi Richmond
Triple: [Daylight, producer, Randi Richmond]
Generated description
Randi Richmond is a music producer known for work on the track "Daylight."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Randi Richmond
Target entity description: Randi Richmond is a music producer known for work on the track "Daylight."
  • A. Randi Rhodes
    Randi Rhodes is a progressive talk radio host best known for her outspoken, left-leaning political commentary and national prominence during the 2000s.
  • B. Teri Hudson
    Teri Hudson is the wife of Stanley Hudson, a character from the American television series "The Office."
  • C. Randi Reisfeld
    Randi Reisfeld is an American author best known for her young adult and teen fiction, including popular series and media tie-in novels.
  • D. Deanna Dunagan
    Deanna Dunagan is an American actress best known for her Tony Award–winning performance in the Broadway play "August: Osage County" and for her role in the horror film "The Visit."
  • E. Lindy Robbins
    Lindy Robbins is an American songwriter known for crafting hit pop songs for major artists across the contemporary music industry.
  • 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_69d7bdfa933c8190b5a27aa4a08a19b7 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d97dc6517481908637781da240b51f completed April 10, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8a9a12008190a86d8e11bf86d536 completed May 8, 2026, 7:02 a.m.
NEDg Description generation batch_69fd8bf77e08819080d7df36e4897b61 completed May 8, 2026, 7:08 a.m.
NED2 Entity disambiguation (via description) batch_69fd8c8859b08190857db55e36f2a11a completed May 8, 2026, 7:11 a.m.
Created at: April 9, 2026, 5:42 p.m.