Triple

T18806723
Position Surface form Disambiguated ID Type / Status
Subject Theranos E459893 entity
Predicate subjectOf P38 FINISHED
Object book "Bad Blood: Secrets and Lies in a Silicon Valley Startup"
"Bad Blood: Secrets and Lies in a Silicon Valley Startup" is a nonfiction investigative book by journalist John Carreyrou that exposes the massive fraud and deception behind the blood-testing startup Theranos and its founder Elizabeth Holmes.
E1344430 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 "Bad Blood: Secrets and Lies in a Silicon Valley Startup" | Statement: [Theranos, subjectOf, book "Bad Blood: Secrets and Lies in a Silicon Valley Startup"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: book "Bad Blood: Secrets and Lies in a Silicon Valley Startup"
Context triple: [Theranos, subjectOf, book "Bad Blood: Secrets and Lies in a Silicon Valley Startup"]
  • A. 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.
  • B. Pirates of Silicon Valley
    Pirates of Silicon Valley is a 1999 docudrama film that dramatizes the early rivalry and rise of Apple’s Steve Jobs and Microsoft’s Bill Gates during the personal computer revolution.
  • C. The Accidental Billionaires
    The Accidental Billionaires is a nonfiction book by Ben Mezrich that chronicles the controversial founding of Facebook and the personal and legal conflicts among its early creators.
  • D. Idea Man: A Memoir by the Co-founder of Microsoft
    "Idea Man: A Memoir by the Co-founder of Microsoft" is Paul Allen’s autobiographical account detailing his role in founding Microsoft, his complex relationship with Bill Gates, and his subsequent ventures in technology, business, and philanthropy.
  • E. Graysmith
    Graysmith is the surname of Robert Graysmith, the American true-crime author and former cartoonist best known for his investigations into the Zodiac Killer case.
  • 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 "Bad Blood: Secrets and Lies in a Silicon Valley Startup"
Triple: [Theranos, subjectOf, book "Bad Blood: Secrets and Lies in a Silicon Valley Startup"]
Generated description
"Bad Blood: Secrets and Lies in a Silicon Valley Startup" is a nonfiction investigative book by journalist John Carreyrou that exposes the massive fraud and deception behind the blood-testing startup Theranos and its founder Elizabeth Holmes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: book "Bad Blood: Secrets and Lies in a Silicon Valley Startup"
Target entity description: "Bad Blood: Secrets and Lies in a Silicon Valley Startup" is a nonfiction investigative book by journalist John Carreyrou that exposes the massive fraud and deception behind the blood-testing startup Theranos and its founder Elizabeth Holmes.
  • A. 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.
  • B. Pirates of Silicon Valley
    Pirates of Silicon Valley is a 1999 docudrama film that dramatizes the early rivalry and rise of Apple’s Steve Jobs and Microsoft’s Bill Gates during the personal computer revolution.
  • C. The Accidental Billionaires
    The Accidental Billionaires is a nonfiction book by Ben Mezrich that chronicles the controversial founding of Facebook and the personal and legal conflicts among its early creators.
  • D. Idea Man: A Memoir by the Co-founder of Microsoft
    "Idea Man: A Memoir by the Co-founder of Microsoft" is Paul Allen’s autobiographical account detailing his role in founding Microsoft, his complex relationship with Bill Gates, and his subsequent ventures in technology, business, and philanthropy.
  • E. Graysmith
    Graysmith is the surname of Robert Graysmith, the American true-crime author and former cartoonist best known for his investigations into the Zodiac Killer case.
  • 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_69d8d398c7d4819091cb2f7e48948aeb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5a3d7f8d08190a3e02fab6dc40bb5 completed April 20, 2026, 3:56 a.m.
NED1 Entity disambiguation (via context triple) batch_6a055bbec00c8190962dddaf08bb1c5d completed May 14, 2026, 5:21 a.m.
NEDg Description generation batch_6a055f9b560c81909fcc83ffb8fc7498 completed May 14, 2026, 5:37 a.m.
NED2 Entity disambiguation (via description) batch_6a05605e78088190ae2fc8189007d6dc completed May 14, 2026, 5:40 a.m.
Created at: April 10, 2026, 11:53 a.m.