Triple

T6427416
Position Surface form Disambiguated ID Type / Status
Subject Andrew Fastow E128093 entity
Predicate familyName P18 FINISHED
Object Fastow
Fastow is the surname of Andrew Fastow, the former Enron chief financial officer known for his central role in the company’s accounting fraud scandal.
 E592977 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: Fastow | Statement: [Andrew Fastow, familyName, Fastow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fastow
Context triple: [Andrew Fastow, familyName, Fastow]
  • A. Passarowitz
    Passarowitz is the historical name for Požarevac, a town in modern-day Serbia known as the site where the 1718 Treaty of Passarowitz was concluded between the Habsburg Monarchy, the Ottoman Empire, and the Republic of Venice.
  • B. Zaslofsky
    Zaslofsky is a surname most notably associated with Max Zaslofsky, an early star guard in the National Basketball Association.
  • C. Fonzarelli
    Fonzarelli is the surname of Arthur "Fonzie" Fonzarelli, the iconic leather-jacket-wearing greaser from the American TV sitcom "Happy Days."
  • D. Fogell
    Fogell, better known by his fake ID name "McLovin," is the awkward, overconfident teen whose disastrous attempt to buy alcohol becomes one of the central comedic plotlines in the film *Superbad*.
  • E. Fagan
    Fagan is the family name of legendary American jazz singer Billie Holiday, born Eleanora Fagan.
  • 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: Fastow
Triple: [Andrew Fastow, familyName, Fastow]
Generated description
Fastow is the surname of Andrew Fastow, the former Enron chief financial officer known for his central role in the company’s accounting fraud scandal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fastow
Target entity description: Fastow is the surname of Andrew Fastow, the former Enron chief financial officer known for his central role in the company’s accounting fraud scandal.
  • A. Passarowitz
    Passarowitz is the historical name for Požarevac, a town in modern-day Serbia known as the site where the 1718 Treaty of Passarowitz was concluded between the Habsburg Monarchy, the Ottoman Empire, and the Republic of Venice.
  • B. Zaslofsky
    Zaslofsky is a surname most notably associated with Max Zaslofsky, an early star guard in the National Basketball Association.
  • C. Fonzarelli
    Fonzarelli is the surname of Arthur "Fonzie" Fonzarelli, the iconic leather-jacket-wearing greaser from the American TV sitcom "Happy Days."
  • D. Fogell
    Fogell, better known by his fake ID name "McLovin," is the awkward, overconfident teen whose disastrous attempt to buy alcohol becomes one of the central comedic plotlines in the film *Superbad*.
  • E. Fagan
    Fagan is the family name of legendary American jazz singer Billie Holiday, born Eleanora Fagan.
  • 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_69c00838de888190af2eec0b80495efa completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c06920cef48190a884df8f12987a0d completed March 22, 2026, 10:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c640e339108190bbb74c688de574cc completed March 27, 2026, 8:33 a.m.
NEDg Description generation batch_69c644a514f48190832bd628a071be46 completed March 27, 2026, 8:49 a.m.
NED2 Entity disambiguation (via description) batch_69c64527d1f88190b3b6f9a455f4ffce completed March 27, 2026, 8:51 a.m.
Created at: March 22, 2026, 4:44 p.m.