Triple

T10621235
Position Surface form Disambiguated ID Type / Status
Subject Wale E250208 entity
Predicate associatedAct P37 FINISHED
Object Tiara Thomas
Tiara Thomas is an American singer, songwriter, and guitarist best known for her work in R&B and hip hop, including co-writing and featuring on Wale’s hit single "Bad."
E877045 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: Tiara Thomas | Statement: [Wale, associatedAct, Tiara Thomas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tiara Thomas
Context triple: [Wale, associatedAct, Tiara Thomas]
  • A. Tiffany Thompson
    Tiffany Thompson is the daughter of John Thompson.
  • B. Vaneese Thomas
    Vaneese Thomas is an American soul, blues, and gospel singer, songwriter, and producer known for her powerful vocals and work both as a solo artist and backing vocalist.
  • C. Katina Taylor
    Katina Taylor is an American philanthropist and former television journalist, best known for her charitable work and as the wife of former NFL star Jason Taylor.
  • D. Caitlin Thomas
    Caitlin Thomas was a writer and dancer best known as the passionate and tumultuous wife and later memoirist of Welsh poet Dylan Thomas.
  • E. Tatiana Hurd
    Tatiana Hurd is the wife of British Conservative politician and former Foreign Secretary Douglas Hurd.
  • 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: Tiara Thomas
Triple: [Wale, associatedAct, Tiara Thomas]
Generated description
Tiara Thomas is an American singer, songwriter, and guitarist best known for her work in R&B and hip hop, including co-writing and featuring on Wale’s hit single "Bad."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tiara Thomas
Target entity description: Tiara Thomas is an American singer, songwriter, and guitarist best known for her work in R&B and hip hop, including co-writing and featuring on Wale’s hit single "Bad."
  • A. Tiffany Thompson
    Tiffany Thompson is the daughter of John Thompson.
  • B. Vaneese Thomas
    Vaneese Thomas is an American soul, blues, and gospel singer, songwriter, and producer known for her powerful vocals and work both as a solo artist and backing vocalist.
  • C. Katina Taylor
    Katina Taylor is an American philanthropist and former television journalist, best known for her charitable work and as the wife of former NFL star Jason Taylor.
  • D. Caitlin Thomas
    Caitlin Thomas was a writer and dancer best known as the passionate and tumultuous wife and later memoirist of Welsh poet Dylan Thomas.
  • E. Tatiana Hurd
    Tatiana Hurd is the wife of British Conservative politician and former Foreign Secretary Douglas Hurd.
  • 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_69d6aa5993448190a493b790b8f85010 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6df70b0288190bf6edd705632ff02 completed April 8, 2026, 11:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69d97a356e548190ab7a4a2c7111ba89 completed April 10, 2026, 10:31 p.m.
NEDg Description generation batch_69d97cc07100819088683a0d79b2baa0 completed April 10, 2026, 10:42 p.m.
NED2 Entity disambiguation (via description) batch_69d97e015b088190a97822675eecaa5a completed April 10, 2026, 10:47 p.m.
Created at: April 8, 2026, 8:50 p.m.