Triple

T12997917
Position Surface form Disambiguated ID Type / Status
Subject Tate Langdon E322089 entity
Predicate child P120 FINISHED
Object Michael Langdon
Michael Langdon is a central, supernaturally powerful antagonist in the American Horror Story universe, known as the prophesied Antichrist.
 E1018601 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: Michael Langdon | Statement: [Tate Langdon, child, Michael Langdon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Langdon
Context triple: [Tate Langdon, child, Michael Langdon]
  • A. 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.
  • B. 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.
  • C. Roderick Langway
    Roderick Langway is a former American professional ice hockey defenseman best known for his Hall of Fame NHL career, particularly with the Washington Capitals.
  • D. Peter Lovering
    Peter Lovering is a television producer best known for his executive production work on the visually ambitious science and nature documentary series "One Strange Rock."
  • E. William Langford
    William Langford was a gospel singer best known as a member of the pioneering African-American vocal group the Golden Gate Quartet.
  • 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: Michael Langdon
Triple: [Tate Langdon, child, Michael Langdon]
Generated description
Michael Langdon is a central, supernaturally powerful antagonist in the American Horror Story universe, known as the prophesied Antichrist.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Langdon
Target entity description: Michael Langdon is a central, supernaturally powerful antagonist in the American Horror Story universe, known as the prophesied Antichrist.
  • A. 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.
  • B. 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.
  • C. Roderick Langway
    Roderick Langway is a former American professional ice hockey defenseman best known for his Hall of Fame NHL career, particularly with the Washington Capitals.
  • D. Peter Lovering
    Peter Lovering is a television producer best known for his executive production work on the visually ambitious science and nature documentary series "One Strange Rock."
  • E. William Langford
    William Langford was a gospel singer best known as a member of the pioneering African-American vocal group the Golden Gate Quartet.
  • 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_69d8076479b8819090afce3591939cdf completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e7980288190a9fe629a8cc76a52 completed April 10, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbc4111c8190ace7bf505cd652ee completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6ce1f52388190935be76122890d63 completed May 3, 2026, 4:25 a.m.
NED2 Entity disambiguation (via description) batch_69f6ceafcca88190bcd65be3c4440987 completed May 3, 2026, 4:27 a.m.
Created at: April 9, 2026, 8:46 p.m.