Triple

T9794456
Position Surface form Disambiguated ID Type / Status
Subject Where Is Everybody? E237684 entity
Predicate castMember P1668 FINISHED
Object Paul Langton
Paul Langton was an American character actor best known for his roles in mid-20th-century film and television, including appearances in classic series like The Twilight Zone.
E824622 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: Paul Langton | Statement: [Where Is Everybody?, castMember, Paul Langton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paul Langton
Context triple: [Where Is Everybody?, castMember, Paul Langton]
  • A. Stephen Langdon
    Stephen Langdon was an American Assyriologist and archaeologist known for his early 20th-century excavations in Mesopotamia and his contributions to the study of Sumerian texts and ancient Near Eastern history.
  • B. Stephen Langridge
    Stephen Langridge is a British opera and theatre director known for leading major European opera institutions and for his innovative, often socially engaged productions.
  • C. Jason Flemyng
    Jason Flemyng is an English actor known for his character roles in films such as "Lock, Stock and Two Smoking Barrels," "Snatch," and various Hollywood and British productions.
  • D. Stephen Pycroft
    Stephen Pycroft is a British businessman best known as the founder of the construction and consultancy company Mace Group.
  • E. Leo Smith
    Leo Smith is an education administrator who serves as the business administrator for the Bayonne School District, overseeing its financial and operational affairs.
  • 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: Paul Langton
Triple: [Where Is Everybody?, castMember, Paul Langton]
Generated description
Paul Langton was an American character actor best known for his roles in mid-20th-century film and television, including appearances in classic series like The Twilight Zone.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paul Langton
Target entity description: Paul Langton was an American character actor best known for his roles in mid-20th-century film and television, including appearances in classic series like The Twilight Zone.
  • A. Stephen Langdon
    Stephen Langdon was an American Assyriologist and archaeologist known for his early 20th-century excavations in Mesopotamia and his contributions to the study of Sumerian texts and ancient Near Eastern history.
  • B. Stephen Langridge
    Stephen Langridge is a British opera and theatre director known for leading major European opera institutions and for his innovative, often socially engaged productions.
  • C. Jason Flemyng
    Jason Flemyng is an English actor known for his character roles in films such as "Lock, Stock and Two Smoking Barrels," "Snatch," and various Hollywood and British productions.
  • D. Stephen Pycroft
    Stephen Pycroft is a British businessman best known as the founder of the construction and consultancy company Mace Group.
  • E. Leo Smith
    Leo Smith is an education administrator who serves as the business administrator for the Bayonne School District, overseeing its financial and operational affairs.
  • 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_69ca84dc04488190b9c91193976c0960 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda347b6bc8190a99b7dec1650cd46 completed April 1, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1d5abb26c81909d597b65f24f9bcf completed April 5, 2026, 3:23 a.m.
NEDg Description generation batch_69d1d6463fe481908e5d3f3fd22cffa4 completed April 5, 2026, 3:25 a.m.
NED2 Entity disambiguation (via description) batch_69d1d6dc0bd8819082a5ad417ca87a76 completed April 5, 2026, 3:28 a.m.
Created at: March 30, 2026, 8:28 p.m.