Triple

T6767619
Position Surface form Disambiguated ID Type / Status
Subject Disloyal: A Memoir E154761 entity
Predicate relatedTo P37 FINISHED
Object Stormy Daniels–Donald Trump scandal
The Stormy Daniels–Donald Trump scandal centers on allegations that Donald Trump had an affair with adult film actress Stormy Daniels and then arranged a hush-money payment to conceal it during the 2016 presidential campaign, raising significant legal and political controversies.
E618178 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: Stormy Daniels–Donald Trump scandal | Statement: [Disloyal: A Memoir, relatedTo, Stormy Daniels–Donald Trump scandal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stormy Daniels–Donald Trump scandal
Context triple: [Disloyal: A Memoir, relatedTo, Stormy Daniels–Donald Trump scandal]
  • A. Canongate
    Canongate is a historic street and district in Edinburgh’s Old Town, known for its royal connections and significant civic and religious buildings.
  • B. Saltergate
    Saltergate is a small hamlet in North Yorkshire, England, known as a popular stopping point on the A169 road overlooking the scenic Hole of Horcum in the North York Moors.
  • C. Skidegate
    Skidegate is a Haida community and ferry terminal village located on Graham Island in Haida Gwaii, off the northern coast of British Columbia, Canada.
  • D. Claygate
    Claygate is a suburban village in Surrey, England, known for its leafy residential character and commuter links to London.
  • E. Fox News sexual harassment scandal
    The Fox News sexual harassment scandal was a series of high-profile allegations against prominent network figures that exposed a pervasive culture of misconduct and led to major leadership resignations and corporate reforms.
  • 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: Stormy Daniels–Donald Trump scandal
Triple: [Disloyal: A Memoir, relatedTo, Stormy Daniels–Donald Trump scandal]
Generated description
The Stormy Daniels–Donald Trump scandal centers on allegations that Donald Trump had an affair with adult film actress Stormy Daniels and then arranged a hush-money payment to conceal it during the 2016 presidential campaign, raising significant legal and political controversies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stormy Daniels–Donald Trump scandal
Target entity description: The Stormy Daniels–Donald Trump scandal centers on allegations that Donald Trump had an affair with adult film actress Stormy Daniels and then arranged a hush-money payment to conceal it during the 2016 presidential campaign, raising significant legal and political controversies.
  • A. Canongate
    Canongate is a historic street and district in Edinburgh’s Old Town, known for its royal connections and significant civic and religious buildings.
  • B. Saltergate
    Saltergate is a small hamlet in North Yorkshire, England, known as a popular stopping point on the A169 road overlooking the scenic Hole of Horcum in the North York Moors.
  • C. Skidegate
    Skidegate is a Haida community and ferry terminal village located on Graham Island in Haida Gwaii, off the northern coast of British Columbia, Canada.
  • D. Claygate
    Claygate is a suburban village in Surrey, England, known for its leafy residential character and commuter links to London.
  • E. Fox News sexual harassment scandal
    The Fox News sexual harassment scandal was a series of high-profile allegations against prominent network figures that exposed a pervasive culture of misconduct and led to major leadership resignations and corporate reforms.
  • 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_69c688109c1c8190added9a221292af0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d231b79c81908a4f7fa8f253706d completed March 27, 2026, 6:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712c150088190b7e827cb1e45f1df completed March 27, 2026, 11:29 p.m.
NEDg Description generation batch_69c713a60ba481908f23eec839816d23 completed March 27, 2026, 11:32 p.m.
NED2 Entity disambiguation (via description) batch_69c71466728c81909a24174a7938b43a completed March 27, 2026, 11:36 p.m.
Created at: March 27, 2026, 2:12 p.m.