Triple

T7804549
Position Surface form Disambiguated ID Type / Status
Subject Architecture Machine Group E180514 entity
Predicate foundedBy P104 FINISHED
Object Leonard Manzella
Leonard Manzella is the founder of the Architecture Machine Group, an organization focused on exploring the intersection of architecture and computational design.
E694327 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: Leonard Manzella | Statement: [Architecture Machine Group, foundedBy, Leonard Manzella]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leonard Manzella
Context triple: [Architecture Machine Group, foundedBy, Leonard Manzella]
  • A. Louis Mantin
    Louis Mantin was a wealthy 19th-century French bourgeois collector and patron of the arts, best known for commissioning the richly decorated Maison Mantin in Moulins.
  • B. Marvin Duchow
    Marvin Duchow was a Canadian musicologist and influential professor of music at McGill University, known for his scholarship in Renaissance and Baroque music.
  • C. Paul Kellerman
    Paul Kellerman is a key antagonist in the television series "Prison Break," a Secret Service agent deeply involved in the conspiracy framing Lincoln Burrows.
  • D. Raymond Kravis
    Raymond Kravis was an American oil and gas investor and philanthropist, best known as the father of financier Henry Kravis and namesake of several major cultural and educational institutions.
  • E. Marshall Lewy
    Marshall Lewy is a film and television producer and executive known for his work on projects such as the series "The Act."
  • 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: Leonard Manzella
Triple: [Architecture Machine Group, foundedBy, Leonard Manzella]
Generated description
Leonard Manzella is the founder of the Architecture Machine Group, an organization focused on exploring the intersection of architecture and computational design.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leonard Manzella
Target entity description: Leonard Manzella is the founder of the Architecture Machine Group, an organization focused on exploring the intersection of architecture and computational design.
  • A. Louis Mantin
    Louis Mantin was a wealthy 19th-century French bourgeois collector and patron of the arts, best known for commissioning the richly decorated Maison Mantin in Moulins.
  • B. Marvin Duchow
    Marvin Duchow was a Canadian musicologist and influential professor of music at McGill University, known for his scholarship in Renaissance and Baroque music.
  • C. Paul Kellerman
    Paul Kellerman is a key antagonist in the television series "Prison Break," a Secret Service agent deeply involved in the conspiracy framing Lincoln Burrows.
  • D. Raymond Kravis
    Raymond Kravis was an American oil and gas investor and philanthropist, best known as the father of financier Henry Kravis and namesake of several major cultural and educational institutions.
  • E. Marshall Lewy
    Marshall Lewy is a film and television producer and executive known for his work on projects such as the series "The Act."
  • 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_69ca827e50cc8190a92a733577184938 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69caf636def8819084117fababac06b2 completed March 30, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb14439c8081908331caf450462a0e completed March 31, 2026, 12:24 a.m.
NEDg Description generation batch_69cb1638c9888190be533d55fd0b494f completed March 31, 2026, 12:32 a.m.
NED2 Entity disambiguation (via description) batch_69cb1a49beb4819090532acabb9391b1 completed March 31, 2026, 12:50 a.m.
Created at: March 30, 2026, 4:34 p.m.