Triple
T16406667
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Floyd Naramore |
E398450
|
entity |
| Predicate | coFounded |
P104
|
FINISHED |
| Object |
Naramore, Bain, Brady & Johanson
Naramore, Bain, Brady & Johanson was a prominent mid-20th-century American architecture firm known for designing major public and institutional buildings, particularly in the Pacific Northwest.
|
E1212634
|
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: Naramore, Bain, Brady & Johanson | Statement: [Floyd Naramore, coFounded, Naramore, Bain, Brady & Johanson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Naramore, Bain, Brady & Johanson Context triple: [Floyd Naramore, coFounded, Naramore, Bain, Brady & Johanson]
-
A.
Shreve, Lamb & Harmon
Shreve, Lamb & Harmon was a prominent American architectural firm best known for designing New York City's iconic Empire State Building.
-
B.
Miller, Orton & Mulligan
Miller, Orton & Mulligan was a 19th-century American publishing firm known for issuing significant works of abolitionist and reform literature.
-
C.
D’Arcy Masius Benton & Bowles
D’Arcy Masius Benton & Bowles was a major global advertising agency formed through the merger of several prominent firms, known for handling high-profile consumer brands.
-
D.
Hamlin, Hamlin & McGill
Hamlin, Hamlin & McGill is a prominent Albuquerque law firm featured in the television series "Better Call Saul," known for employing key characters including Chuck and Jimmy McGill.
-
E.
Graham, Anderson, Probst & White
Graham, Anderson, Probst & White was a prominent early 20th-century American architectural firm known for designing major Beaux-Arts and classical revival landmarks, particularly in Chicago.
- 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: Naramore, Bain, Brady & Johanson Triple: [Floyd Naramore, coFounded, Naramore, Bain, Brady & Johanson]
Generated description
Naramore, Bain, Brady & Johanson was a prominent mid-20th-century American architecture firm known for designing major public and institutional buildings, particularly in the Pacific Northwest.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Naramore, Bain, Brady & Johanson Target entity description: Naramore, Bain, Brady & Johanson was a prominent mid-20th-century American architecture firm known for designing major public and institutional buildings, particularly in the Pacific Northwest.
-
A.
Shreve, Lamb & Harmon
Shreve, Lamb & Harmon was a prominent American architectural firm best known for designing New York City's iconic Empire State Building.
-
B.
Miller, Orton & Mulligan
Miller, Orton & Mulligan was a 19th-century American publishing firm known for issuing significant works of abolitionist and reform literature.
-
C.
D’Arcy Masius Benton & Bowles
D’Arcy Masius Benton & Bowles was a major global advertising agency formed through the merger of several prominent firms, known for handling high-profile consumer brands.
-
D.
Hamlin, Hamlin & McGill
Hamlin, Hamlin & McGill is a prominent Albuquerque law firm featured in the television series "Better Call Saul," known for employing key characters including Chuck and Jimmy McGill.
-
E.
Graham, Anderson, Probst & White
Graham, Anderson, Probst & White was a prominent early 20th-century American architectural firm known for designing major Beaux-Arts and classical revival landmarks, particularly in Chicago.
- 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_69d87f2950248190bc8ad9b9bebdc8c8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e327d36b808190b6b8c412ae0d2faa |
completed | April 18, 2026, 6:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c62614c8190acd6d211cab1be11 |
completed | May 10, 2026, 8:05 a.m. |
| NEDg | Description generation | batch_6a003dc6f4888190ae326c9606d2a674 |
completed | May 10, 2026, 8:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0041842cc88190b81432d234f9aa17 |
completed | May 10, 2026, 8:27 a.m. |
Created at: April 10, 2026, 5:09 a.m.