Triple
T21719198
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BBDO |
E536109
|
entity |
| Predicate | foundedAs |
P364
|
FINISHED |
| Object |
Batten, Barton, Durstine & Osborn
Batten, Barton, Durstine & Osborn was a major American advertising agency that became one of the world’s leading ad firms and the origin of the global BBDO network.
|
E1497874
|
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: Batten, Barton, Durstine & Osborn | Statement: [BBDO, foundedAs, Batten, Barton, Durstine & Osborn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Batten, Barton, Durstine & Osborn Context triple: [BBDO, foundedAs, Batten, Barton, Durstine & Osborn]
-
A.
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.
-
B.
Lambert, Hendricks & Ross
Lambert, Hendricks & Ross was a pioneering American jazz vocal trio renowned for popularizing the vocalese style in the late 1950s and early 1960s.
-
C.
Bates, Smart & McCutcheon
Bates, Smart & McCutcheon was an earlier name of the prominent Australian architecture firm now known as Bates Smart, recognized for its influential commercial and civic building designs.
-
D.
Gutteridge Haskins & Davey
Gutteridge Haskins & Davey was an Australian engineering and consulting firm known for its civil and structural engineering projects and professional services.
-
E.
Miller, Orton & Mulligan
Miller, Orton & Mulligan was a 19th-century American publishing firm known for issuing significant works of abolitionist and reform literature.
- 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: Batten, Barton, Durstine & Osborn Triple: [BBDO, foundedAs, Batten, Barton, Durstine & Osborn]
Generated description
Batten, Barton, Durstine & Osborn was a major American advertising agency that became one of the world’s leading ad firms and the origin of the global BBDO network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Batten, Barton, Durstine & Osborn Target entity description: Batten, Barton, Durstine & Osborn was a major American advertising agency that became one of the world’s leading ad firms and the origin of the global BBDO network.
-
A.
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.
-
B.
Lambert, Hendricks & Ross
Lambert, Hendricks & Ross was a pioneering American jazz vocal trio renowned for popularizing the vocalese style in the late 1950s and early 1960s.
-
C.
Bates, Smart & McCutcheon
Bates, Smart & McCutcheon was an earlier name of the prominent Australian architecture firm now known as Bates Smart, recognized for its influential commercial and civic building designs.
-
D.
Gutteridge Haskins & Davey
Gutteridge Haskins & Davey was an Australian engineering and consulting firm known for its civil and structural engineering projects and professional services.
-
E.
Miller, Orton & Mulligan
Miller, Orton & Mulligan was a 19th-century American publishing firm known for issuing significant works of abolitionist and reform literature.
- 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_69e0c46c6dd88190a595375fa6ebd701 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69efd96cc58081908dda09819041b888 |
completed | April 27, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a24b79c108190af57665372a88c2c |
completed | May 17, 2026, 8:27 p.m. |
| NEDg | Description generation | batch_6a0a2698fb408190b0ad72d4fdb74ded |
completed | May 17, 2026, 8:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a274893d8819084c55439fe1eb686 |
completed | May 17, 2026, 8:38 p.m. |
Created at: April 16, 2026, 6:47 p.m.