Triple

T1331162
Position Surface form Disambiguated ID Type / Status
Subject Swarm (television series) E28645 entity
Predicate castMember P1668 FINISHED
Object Heather Alicia Simms
Heather Alicia Simms is an American actress known for her work in film, television, and theater, including a role in the series "Swarm."
 E178429 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: Heather Alicia Simms | Statement: [Swarm (television series), castMember, Heather Alicia Simms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heather Alicia Simms
Context triple: [Swarm (television series), castMember, Heather Alicia Simms]
  • A. Kiana Williams
    Kiana Williams is an American basketball player best known as a standout point guard and leader for Stanford University's women's basketball team, where she helped guide the Cardinal to an NCAA championship.
  • B. Cori Broadus
    Cori Broadus is an American singer and social media personality, best known as the daughter of rapper Snoop Dogg.
  • C. 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.
  • D. Jennie Celeste Williams
    Jennie Celeste Williams was the mother of Alberta Williams King and the maternal grandmother of civil rights leader Martin Luther King Jr.
  • E. Christiana Evans
    Christiana Evans was the mother of the renowned Victorian novelist George Eliot (Mary Ann Evans).
  • 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: Heather Alicia Simms
Triple: [Swarm (television series), castMember, Heather Alicia Simms]
Generated description
Heather Alicia Simms is an American actress known for her work in film, television, and theater, including a role in the series "Swarm."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heather Alicia Simms
Target entity description: Heather Alicia Simms is an American actress known for her work in film, television, and theater, including a role in the series "Swarm."
  • A. Kiana Williams
    Kiana Williams is an American basketball player best known as a standout point guard and leader for Stanford University's women's basketball team, where she helped guide the Cardinal to an NCAA championship.
  • B. Cori Broadus
    Cori Broadus is an American singer and social media personality, best known as the daughter of rapper Snoop Dogg.
  • C. 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.
  • D. Jennie Celeste Williams
    Jennie Celeste Williams was the mother of Alberta Williams King and the maternal grandmother of civil rights leader Martin Luther King Jr.
  • E. Christiana Evans
    Christiana Evans was the mother of the renowned Victorian novelist George Eliot (Mary Ann Evans).
  • 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_69a498561a508190a3e1bc137c2b866a completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c1c5f86c819098e98b046968954a completed March 1, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad400aba788190840696eccfa258e1 completed March 8, 2026, 9:23 a.m.
NEDg Description generation batch_69ad40bec60c8190afea6d0de9178dab completed March 8, 2026, 9:26 a.m.
NED2 Entity disambiguation (via description) batch_69ad4118e7b88190b779c82321dfde8c completed March 8, 2026, 9:27 a.m.
Created at: March 1, 2026, 7:55 p.m.