Triple

T11898461
Position Surface form Disambiguated ID Type / Status
Subject Gemma Styles E283091 entity
Predicate hasTwitterAccount P57 FINISHED
Object @GemmaAnneStyles
@GemmaAnneStyles is the Twitter handle of writer and podcaster Gemma Styles, known for her commentary on lifestyle, mental health, and social issues.
E952503 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: @GemmaAnneStyles | Statement: [Gemma Styles, hasTwitterAccount, @GemmaAnneStyles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: @GemmaAnneStyles
Context triple: [Gemma Styles, hasTwitterAccount, @GemmaAnneStyles]
  • A. Annie Tee
    Annie Tee is a central character in the television drama series "Treme," which explores life and culture in post-Katrina New Orleans.
  • B. Melanie Barnett
    Melanie Barnett is the ambitious medical student-turned-doctor and central protagonist of the TV series "The Game," whose personal and professional life intertwines with the world of professional football.
  • C. Adrianne
    Adrianne is a feminine given name most notably borne by American actress Adrianne Palicki.
  • D. Aimee
    Aimee is a feminine given name of French origin, often associated with the meaning "beloved."
  • E. @candiceswanepoel
    @candiceswanepoel is the official Instagram account of Candice Swanepoel, a South African supermodel best known for her work with Victoria’s Secret.
  • 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: @GemmaAnneStyles
Triple: [Gemma Styles, hasTwitterAccount, @GemmaAnneStyles]
Generated description
@GemmaAnneStyles is the Twitter handle of writer and podcaster Gemma Styles, known for her commentary on lifestyle, mental health, and social issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: @GemmaAnneStyles
Target entity description: @GemmaAnneStyles is the Twitter handle of writer and podcaster Gemma Styles, known for her commentary on lifestyle, mental health, and social issues.
  • A. Annie Tee
    Annie Tee is a central character in the television drama series "Treme," which explores life and culture in post-Katrina New Orleans.
  • B. Melanie Barnett
    Melanie Barnett is the ambitious medical student-turned-doctor and central protagonist of the TV series "The Game," whose personal and professional life intertwines with the world of professional football.
  • C. Adrianne
    Adrianne is a feminine given name most notably borne by American actress Adrianne Palicki.
  • D. Aimee
    Aimee is a feminine given name of French origin, often associated with the meaning "beloved."
  • E. @candiceswanepoel
    @candiceswanepoel is the official Instagram account of Candice Swanepoel, a South African supermodel best known for her work with Victoria’s Secret.
  • 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_69d6ab2a90b08190a4e818821cc93e6d completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8dd13cc10819089d8d5103e562924 completed April 10, 2026, 11:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69f418205b788190a4b1b81d89cf7fff completed May 1, 2026, 3:04 a.m.
NEDg Description generation batch_69f41f1c21388190b6ecb0fd602abb7d completed May 1, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f42283c4cc81909793834ef65d2514 completed May 1, 2026, 3:48 a.m.
Created at: April 8, 2026, 9:44 p.m.