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.