Triple
T20117003
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harpo Speaks! |
E490491
|
entity |
| Predicate | publisher |
P29
|
FINISHED |
| Object |
Bernard Geis Associates
Bernard Geis Associates was a mid-20th-century American publishing house known for releasing notable celebrity memoirs and popular nonfiction works.
|
E1411066
|
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: Bernard Geis Associates | Statement: [Harpo Speaks!, publisher, Bernard Geis Associates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bernard Geis Associates Context triple: [Harpo Speaks!, publisher, Bernard Geis Associates]
-
A.
Frank Schaefer Associates
Frank Schaefer Associates is an architectural firm known for designing major cultural and performing arts venues such as the Tulsa Performing Arts Center.
-
B.
Barton Myers Associates
Barton Myers Associates is an architectural firm known for innovative, contemporary designs that often emphasize dramatic forms, expressive use of materials, and strong integration with their surrounding environments.
-
C.
Deskey Associates
Deskey Associates is a design and branding firm established by industrial designer Donald Deskey, known for its work in product, packaging, and corporate identity design.
-
D.
John B. Parkin Associates
John B. Parkin Associates was a prominent mid-20th-century Canadian architectural firm known for its influential modernist designs and major corporate and institutional projects.
-
E.
Parish-Hadley Associates
Parish-Hadley Associates was a highly influential American interior design firm renowned for shaping 20th-century high-society and traditional interior aesthetics.
- 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: Bernard Geis Associates Triple: [Harpo Speaks!, publisher, Bernard Geis Associates]
Generated description
Bernard Geis Associates was a mid-20th-century American publishing house known for releasing notable celebrity memoirs and popular nonfiction works.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bernard Geis Associates Target entity description: Bernard Geis Associates was a mid-20th-century American publishing house known for releasing notable celebrity memoirs and popular nonfiction works.
-
A.
Frank Schaefer Associates
Frank Schaefer Associates is an architectural firm known for designing major cultural and performing arts venues such as the Tulsa Performing Arts Center.
-
B.
Barton Myers Associates
Barton Myers Associates is an architectural firm known for innovative, contemporary designs that often emphasize dramatic forms, expressive use of materials, and strong integration with their surrounding environments.
-
C.
Deskey Associates
Deskey Associates is a design and branding firm established by industrial designer Donald Deskey, known for its work in product, packaging, and corporate identity design.
-
D.
John B. Parkin Associates
John B. Parkin Associates was a prominent mid-20th-century Canadian architectural firm known for its influential modernist designs and major corporate and institutional projects.
-
E.
Parish-Hadley Associates
Parish-Hadley Associates was a highly influential American interior design firm renowned for shaping 20th-century high-society and traditional interior aesthetics.
- 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_69da62636cc08190982cc71733a17b8d |
completed | April 11, 2026, 3:01 p.m. |
| NER | Named-entity recognition | batch_69e6673ab4e08190b76ec742605e103b |
completed | April 20, 2026, 5:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08271de03c81908f669f712ca1233a |
completed | May 16, 2026, 8:13 a.m. |
| NEDg | Description generation | batch_6a08280f9e70819091682323b55ca855 |
completed | May 16, 2026, 8:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08288d98fc8190a146f43a027682f0 |
completed | May 16, 2026, 8:19 a.m. |
Created at: April 11, 2026, 11:29 p.m.