Triple

T6280978
Position Surface form Disambiguated ID Type / Status
Subject Lucious Lyon E140779 entity
Predicate hasFormerPartner P8718 FINISHED
Object Anika Calhoun
Anika Calhoun is a central character on the television series "Empire," known as a savvy music executive and former fiancée of Lucious Lyon who becomes entangled in the Lyon family's personal and business conflicts.
E597980 NE FINISHED

How this triple was built (5 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: Anika Calhoun | Statement: [Lucious Lyon, hasFormerPartner, Anika Calhoun]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anika Calhoun
Context triple: [Lucious Lyon, hasFormerPartner, Anika Calhoun]
  • A. Rebecca Calhoun
    Rebecca Calhoun was the wife of American Revolutionary War general and South Carolina politician Andrew Pickens.
  • B. Jacelyn Reeves
    Jacelyn Reeves is an American former flight attendant best known as the mother of actor Scott Eastwood and for her past relationship with Clint Eastwood.
  • C. Angelica Ross
    Angelica Ross is an American actress, producer, and transgender rights advocate best known for her groundbreaking roles in series like "Pose" and "American Horror Story."
  • D. Carley Knox
    Carley Knox is a sports executive best known for her leadership role in the WNBA’s Minnesota Lynx organization.
  • E. Tiana Rogers
    Tiana Rogers was a Cherokee woman known for her marriage to Sam Houston, the American statesman and leader of the Republic of Texas.
  • 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: Anika Calhoun
Triple: [Lucious Lyon, hasFormerPartner, Anika Calhoun]
Generated description
Anika Calhoun is a central character on the television series "Empire," known as a savvy music executive and former fiancée of Lucious Lyon who becomes entangled in the Lyon family's personal and business conflicts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anika Calhoun
Target entity description: Anika Calhoun is a central character on the television series "Empire," known as a savvy music executive and former fiancée of Lucious Lyon who becomes entangled in the Lyon family's personal and business conflicts.
  • A. Rebecca Calhoun
    Rebecca Calhoun was the wife of American Revolutionary War general and South Carolina politician Andrew Pickens.
  • B. Jacelyn Reeves
    Jacelyn Reeves is an American former flight attendant best known as the mother of actor Scott Eastwood and for her past relationship with Clint Eastwood.
  • C. Angelica Ross
    Angelica Ross is an American actress, producer, and transgender rights advocate best known for her groundbreaking roles in series like "Pose" and "American Horror Story."
  • D. Carley Knox
    Carley Knox is a sports executive best known for her leadership role in the WNBA’s Minnesota Lynx organization.
  • E. Tiana Rogers
    Tiana Rogers was a Cherokee woman known for her marriage to Sam Houston, the American statesman and leader of the Republic of Texas.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasFormerPartner
Context triple: [Lucious Lyon, hasFormerPartner, Anika Calhoun]
  • A. hasExPartner
    Indicates that one entity was formerly in a romantic or intimate partnership with another entity, but that relationship has ended.
  • B. hasPartner
    Indicates that one entity is in a partner relationship (such as romantic, life, or business partnership) with another entity.
  • C. formerPartner chosen
    Indicates that one entity was previously in a romantic or partnership relationship with another entity, but that relationship has since ended.
  • D. laterPartnerInPracticeWith
    Indicates that one entity became a partner in professional practice with another entity at a later point in time.
  • E. hasPartnerOrganization
    Indicates that an entity is formally associated or collaborates with another entity as a partner organization.
  • F. None of above.

Provenance (6 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_69c008cd17c8819082b82d3fbeb68047 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063dee62881908347283f16dcbe68 completed March 22, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c66373add88190b5fad625c4284c55 completed March 27, 2026, 11:01 a.m.
NEDg Description generation batch_69c6641f712481908215fd281cd8abf7 completed March 27, 2026, 11:03 a.m.
NED2 Entity disambiguation (via description) batch_69c66494b114819095a29ab6b699c2ad completed March 27, 2026, 11:05 a.m.
PD Predicate disambiguation batch_69c05608a5608190b22a1fdc4060470d completed March 22, 2026, 8:50 p.m.
Created at: March 22, 2026, 4:26 p.m.