Triple

T14681380
Position Surface form Disambiguated ID Type / Status
Subject Vanessa Marquez E344793 entity
Predicate associatedAct P37 FINISHED
Object Usher
Usher is an American R&B singer, songwriter, dancer, and actor widely recognized as one of the best-selling music artists of all time and a major influence on contemporary pop and R&B.
 E64985 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: Usher | Statement: [Vanessa Marquez, associatedAct, Usher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Usher
Context triple: [Vanessa Marquez, associatedAct, Usher]
  • A. Usher
    Usher is an American R&B singer, songwriter, dancer, and actor known for his smooth vocals, dynamic performances, and multi-platinum albums such as "Confessions."
  • B. Gentleman Usher
    A Gentleman Usher is a ceremonial officer of the British Royal Household responsible for assisting at state occasions and formal royal events.
  • C. Usher II
    Usher II is a short story by Ray Bradbury, set on Mars, that satirizes censorship and pays homage to Edgar Allan Poe within the larger collection The Martian Chronicles.
  • D. Jessie T. Usher
    Jessie T. Usher is an American actor best known for his roles in the TV series "Survivor's Remorse" and the superhero satire "The Boys."
  • E. Ne-Yo
    Ne-Yo is an American R&B singer, songwriter, and record producer known for hits like "So Sick" and for writing songs for numerous major artists.
  • 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: Usher
Triple: [Vanessa Marquez, associatedAct, Usher]
Generated description
Usher is an American R&B singer, songwriter, dancer, and actor widely recognized as one of the best-selling music artists of all time and a major influence on contemporary pop and R&B.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Usher
Target entity description: Usher is an American R&B singer, songwriter, dancer, and actor widely recognized as one of the best-selling music artists of all time and a major influence on contemporary pop and R&B.
  • A. Usher chosen
    Usher is an American R&B singer, songwriter, dancer, and actor known for his smooth vocals, dynamic performances, and multi-platinum albums such as "Confessions."
  • B. Gentleman Usher
    A Gentleman Usher is a ceremonial officer of the British Royal Household responsible for assisting at state occasions and formal royal events.
  • C. Usher II
    Usher II is a short story by Ray Bradbury, set on Mars, that satirizes censorship and pays homage to Edgar Allan Poe within the larger collection The Martian Chronicles.
  • D. Jessie T. Usher
    Jessie T. Usher is an American actor best known for his roles in the TV series "Survivor's Remorse" and the superhero satire "The Boys."
  • E. Ne-Yo
    Ne-Yo is an American R&B singer, songwriter, and record producer known for hits like "So Sick" and for writing songs for numerous major artists.
  • F. None of above.

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_69d822e34b348190ada4d1cdb6c7c226 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb5692284819090f775be8e478522 completed April 14, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fde182dab08190aac2ff2db666ee69 completed May 8, 2026, 1:13 p.m.
NEDg Description generation batch_69fde5efec48819098c55c7b4abcc7a5 completed May 8, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_69fde66b1bf881908072a50d43a527f2 completed May 8, 2026, 1:34 p.m.
Created at: April 10, 2026, 1:28 a.m.