Triple

T18733209
Position Surface form Disambiguated ID Type / Status
Subject Stormy Daniels E458089 entity
Predicate subjectOf P38 FINISHED
Object book "Full Disclosure"
"Full Disclosure" is the memoir by adult film actress Stormy Daniels, detailing her life, career, and her highly publicized involvement with Donald Trump.
E1340539 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: book "Full Disclosure" | Statement: [Stormy Daniels, subjectOf, book "Full Disclosure"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: book "Full Disclosure"
Context triple: [Stormy Daniels, subjectOf, book "Full Disclosure"]
  • A. book "Never Leave Well Enough Alone"
    "Never Leave Well Enough Alone" is the autobiographical book by industrial designer Raymond Loewy, in which he recounts his life, design philosophy, and influential role in shaping 20th-century industrial design.
  • B. book "Allure"
    "Allure" is a photography-rich fashion book by legendary editor Diana Vreeland that explores the nature of beauty, style, and visual seduction through iconic images and commentary.
  • C. book "Exposure" by Robert Bilott
    "Exposure" is an investigative memoir by environmental attorney Robert Bilott detailing his decades-long legal battle against DuPont over toxic chemical contamination and its devastating public health impacts.
  • D. The Whistle Blower
    The Whistle Blower is a 1986 British espionage thriller film about a father investigating his son’s mysterious death within the world of government intelligence and Cold War secrecy.
  • E. Book "Talking Straight"
    "Talking Straight" is a candid business and leadership book by auto executive Lee Iacocca in which he reflects on his career, management philosophy, and views on American industry.
  • 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: book "Full Disclosure"
Triple: [Stormy Daniels, subjectOf, book "Full Disclosure"]
Generated description
"Full Disclosure" is the memoir by adult film actress Stormy Daniels, detailing her life, career, and her highly publicized involvement with Donald Trump.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: book "Full Disclosure"
Target entity description: "Full Disclosure" is the memoir by adult film actress Stormy Daniels, detailing her life, career, and her highly publicized involvement with Donald Trump.
  • A. book "Never Leave Well Enough Alone"
    "Never Leave Well Enough Alone" is the autobiographical book by industrial designer Raymond Loewy, in which he recounts his life, design philosophy, and influential role in shaping 20th-century industrial design.
  • B. book "Allure"
    "Allure" is a photography-rich fashion book by legendary editor Diana Vreeland that explores the nature of beauty, style, and visual seduction through iconic images and commentary.
  • C. book "Exposure" by Robert Bilott
    "Exposure" is an investigative memoir by environmental attorney Robert Bilott detailing his decades-long legal battle against DuPont over toxic chemical contamination and its devastating public health impacts.
  • D. The Whistle Blower
    The Whistle Blower is a 1986 British espionage thriller film about a father investigating his son’s mysterious death within the world of government intelligence and Cold War secrecy.
  • E. Book "Talking Straight"
    "Talking Straight" is a candid business and leadership book by auto executive Lee Iacocca in which he reflects on his career, management philosophy, and views on American industry.
  • 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.