Triple

T18733174
Position Surface form Disambiguated ID Type / Status
Subject Stormy Daniels E458089 entity
Predicate alsoKnownAs P39 FINISHED
Object Stephanie A. Gregory Clifford
Stephanie A. Gregory Clifford is the birth name of Stormy Daniels, an American adult film actress, director, and writer known for her involvement in a high-profile legal dispute with former U.S. President Donald Trump.
E1340533 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: Stephanie A. Gregory Clifford | Statement: [Stormy Daniels, alsoKnownAs, Stephanie A. Gregory Clifford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephanie A. Gregory Clifford
Context triple: [Stormy Daniels, alsoKnownAs, Stephanie A. Gregory Clifford]
  • A. Ann S. Stephens
    Ann S. Stephens was a 19th-century American novelist and magazine editor best known for her popular dime novels and influential role in early mass-market fiction.
  • B. Claudia J. Alexander
    Claudia J. Alexander was a Canadian-born American geophysicist and planetary scientist renowned for her leadership roles in NASA missions studying Jupiter and comets, including the Galileo and Rosetta projects.
  • C. Stephanie J. Block
    Stephanie J. Block is a Tony Award–winning American actress and singer best known for her leading roles in numerous Broadway musicals, including Wicked, The Boy from Oz, and Falsettos.
  • D. Debra B. Morton
    Debra B. Morton is an American pastor and gospel figure best known as the mother of Grammy-winning musician PJ Morton.
  • E. Gwendolyn J. Elliott
    Gwendolyn J. Elliott is a pioneering American law enforcement officer and advocate for women and girls, recognized for her leadership in policing and community service.
  • 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: Stephanie A. Gregory Clifford
Triple: [Stormy Daniels, alsoKnownAs, Stephanie A. Gregory Clifford]
Generated description
Stephanie A. Gregory Clifford is the birth name of Stormy Daniels, an American adult film actress, director, and writer known for her involvement in a high-profile legal dispute with former U.S. President Donald Trump.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephanie A. Gregory Clifford
Target entity description: Stephanie A. Gregory Clifford is the birth name of Stormy Daniels, an American adult film actress, director, and writer known for her involvement in a high-profile legal dispute with former U.S. President Donald Trump.
  • A. Ann S. Stephens
    Ann S. Stephens was a 19th-century American novelist and magazine editor best known for her popular dime novels and influential role in early mass-market fiction.
  • B. Claudia J. Alexander
    Claudia J. Alexander was a Canadian-born American geophysicist and planetary scientist renowned for her leadership roles in NASA missions studying Jupiter and comets, including the Galileo and Rosetta projects.
  • C. Stephanie J. Block
    Stephanie J. Block is a Tony Award–winning American actress and singer best known for her leading roles in numerous Broadway musicals, including Wicked, The Boy from Oz, and Falsettos.
  • D. Debra B. Morton
    Debra B. Morton is an American pastor and gospel figure best known as the mother of Grammy-winning musician PJ Morton.
  • E. Gwendolyn J. Elliott
    Gwendolyn J. Elliott is a pioneering American law enforcement officer and advocate for women and girls, recognized for her leadership in policing and community service.
  • 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_69d8d393ba9c8190a8b03b04ddbb0a09 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e56d791ab88190b333503f9b1ad0c0 completed April 20, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05325dbcc08190b289e2c7a6175509 completed May 14, 2026, 2:24 a.m.
NEDg Description generation batch_6a05344331fc81908d85322432c18ebe completed May 14, 2026, 2:32 a.m.
NED2 Entity disambiguation (via description) batch_6a053548c4248190833a6e57de308c83 completed May 14, 2026, 2:36 a.m.
Created at: April 10, 2026, 11:51 a.m.