Triple

T15419689
Position Surface form Disambiguated ID Type / Status
Subject D.L. Hughley E369339 entity
Predicate spouse P13 FINISHED
Object LaDonna Hughley
LaDonna Hughley is an American television producer and the longtime wife of comedian and actor D.L. Hughley.
E1156835 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: LaDonna Hughley | Statement: [D.L. Hughley, spouse, LaDonna Hughley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: LaDonna Hughley
Context triple: [D.L. Hughley, spouse, LaDonna Hughley]
  • A. Maria Shriver
    Maria Shriver is an American journalist, author, and former First Lady of California, known for her work with NBC News and her advocacy on issues such as Alzheimer's disease and women's empowerment.
  • B. Susan Ross
    Susan Ross is a recurring character on the television sitcom "Seinfeld," known as George Costanza’s fiancée whose tragic death from licking toxic wedding invitation envelopes becomes a darkly comic plot point.
  • C. Kristen Welker
    Kristen Welker is an American television journalist and White House correspondent for NBC News who became the moderator of the long-running public affairs program "Meet the Press."
  • D. Christina Huffington
    Christina Huffington is the daughter of media entrepreneur and Huffington Post co-founder Arianna Huffington, known for her advocacy and writing on mental health and addiction recovery.
  • E. Kimberly Woodruff
    Kimberly Woodruff is the longtime wife of rapper and actor Ice Cube, known for her low public profile and role as a supportive partner and mother in their family.
  • 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: LaDonna Hughley
Triple: [D.L. Hughley, spouse, LaDonna Hughley]
Generated description
LaDonna Hughley is an American television producer and the longtime wife of comedian and actor D.L. Hughley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: LaDonna Hughley
Target entity description: LaDonna Hughley is an American television producer and the longtime wife of comedian and actor D.L. Hughley.
  • A. Maria Shriver
    Maria Shriver is an American journalist, author, and former First Lady of California, known for her work with NBC News and her advocacy on issues such as Alzheimer's disease and women's empowerment.
  • B. Susan Ross
    Susan Ross is a recurring character on the television sitcom "Seinfeld," known as George Costanza’s fiancée whose tragic death from licking toxic wedding invitation envelopes becomes a darkly comic plot point.
  • C. Kristen Welker
    Kristen Welker is an American television journalist and White House correspondent for NBC News who became the moderator of the long-running public affairs program "Meet the Press."
  • D. Christina Huffington
    Christina Huffington is the daughter of media entrepreneur and Huffington Post co-founder Arianna Huffington, known for her advocacy and writing on mental health and addiction recovery.
  • E. Kimberly Woodruff
    Kimberly Woodruff is the longtime wife of rapper and actor Ice Cube, known for her low public profile and role as a supportive partner and mother in their family.
  • 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_69d85a1849f48190bf898068b2806fae completed April 10, 2026, 2:02 a.m.
NER Named-entity recognition batch_69e03ebce4f48190ba282ecb4fb2f6fa completed April 16, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff1a7adb848190836fb972bc8744f1 completed May 9, 2026, 11:28 a.m.
NEDg Description generation batch_69ff1bc3aa2c8190b61d21fa78682ea1 completed May 9, 2026, 11:34 a.m.
NED2 Entity disambiguation (via description) batch_69ff1cbccab48190b9e19b5a09324d8c completed May 9, 2026, 11:38 a.m.
Created at: April 10, 2026, 3:20 a.m.