Triple

T4170163
Position Surface form Disambiguated ID Type / Status
Subject Fawlty Towers E84543 entity
Predicate starring P1507 FINISHED
Object Andrew Sachs
Andrew Sachs was a British actor best known for his comedic role as the hapless waiter Manuel in the classic sitcom "Fawlty Towers."
E417860 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: Andrew Sachs | Statement: [Fawlty Towers, starring, Andrew Sachs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andrew Sachs
Context triple: [Fawlty Towers, starring, Andrew Sachs]
  • A. Clifford Stein
    Clifford Stein is a computer scientist and professor best known for his contributions to algorithms and operations research, including co-authoring the widely used textbook "Introduction to Algorithms."
  • B. Teddy Schwarzman
    Teddy Schwarzman is an American film producer and founder of Black Bear Pictures, known for backing acclaimed films such as "The Imitation Game."
  • C. Andrew Saks
    Andrew Saks was an American businessman and retailer best known as the founder of the luxury department store Saks Fifth Avenue.
  • D. Michael I. Sovern
    Michael I. Sovern was an influential American legal scholar and academic leader who served as president of Columbia University and was known for his work on labor law and higher education policy.
  • E. Tom Wambsgans
    Tom Wambsgans is a central character in the television series "Succession," known as Shiv Roy’s ambitious, often obsequious husband who navigates the ruthless corporate and family politics of Waystar Royco.
  • 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: Andrew Sachs
Triple: [Fawlty Towers, starring, Andrew Sachs]
Generated description
Andrew Sachs was a British actor best known for his comedic role as the hapless waiter Manuel in the classic sitcom "Fawlty Towers."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andrew Sachs
Target entity description: Andrew Sachs was a British actor best known for his comedic role as the hapless waiter Manuel in the classic sitcom "Fawlty Towers."
  • A. Clifford Stein
    Clifford Stein is a computer scientist and professor best known for his contributions to algorithms and operations research, including co-authoring the widely used textbook "Introduction to Algorithms."
  • B. Teddy Schwarzman
    Teddy Schwarzman is an American film producer and founder of Black Bear Pictures, known for backing acclaimed films such as "The Imitation Game."
  • C. Andrew Saks
    Andrew Saks was an American businessman and retailer best known as the founder of the luxury department store Saks Fifth Avenue.
  • D. Michael I. Sovern
    Michael I. Sovern was an influential American legal scholar and academic leader who served as president of Columbia University and was known for his work on labor law and higher education policy.
  • E. Tom Wambsgans
    Tom Wambsgans is a central character in the television series "Succession," known as Shiv Roy’s ambitious, often obsequious husband who navigates the ruthless corporate and family politics of Waystar Royco.
  • 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_69aed932cab48190b80ffe35f7029ae1 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af02c87cc88190a9ec3712db18a8a7 completed March 9, 2026, 5:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69b57f4ef1a08190a232ed94595a86e8 completed March 14, 2026, 3:31 p.m.
NEDg Description generation batch_69b580e08e888190b48ddae4435c984a completed March 14, 2026, 3:38 p.m.
NED2 Entity disambiguation (via description) batch_69b5817b52bc8190aba6863a9ef05acf completed March 14, 2026, 3:40 p.m.
Created at: March 9, 2026, 3:44 p.m.