Triple
T8415924
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Omnicom Group |
E198729
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Merkley + Partners
Merkley + Partners is a New York-based advertising agency known for its creative brand campaigns and as part of the global Omnicom Group network.
|
E733011
|
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: Merkley + Partners | Statement: [Omnicom Group, hasSubsidiary, Merkley + Partners]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Merkley + Partners Context triple: [Omnicom Group, hasSubsidiary, Merkley + Partners]
-
A.
McClelland, Goodchild & Stewart
McClelland, Goodchild & Stewart was an earlier Canadian publishing firm that evolved into the well-known book publisher McClelland and Stewart.
-
B.
Gillespie, Kidd & Coia
Gillespie, Kidd & Coia was a renowned 20th-century Scottish architectural firm celebrated for its innovative Modernist and often Brutalist designs, particularly of Catholic churches and educational buildings.
-
C.
Murphy & Partners
Murphy & Partners is a philanthropic consulting firm founded by Emma Bloomberg that advises donors and organizations on effective giving and social impact strategies.
-
D.
Huber, Hunt & Nichols
Huber, Hunt & Nichols was a major American construction firm known for building large-scale projects such as sports stadiums and arenas.
-
E.
Halvorson and Partners
Halvorson and Partners is a structural engineering firm known for its work on prominent high-rise buildings and complex structural projects.
- 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: Merkley + Partners Triple: [Omnicom Group, hasSubsidiary, Merkley + Partners]
Generated description
Merkley + Partners is a New York-based advertising agency known for its creative brand campaigns and as part of the global Omnicom Group network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Merkley + Partners Target entity description: Merkley + Partners is a New York-based advertising agency known for its creative brand campaigns and as part of the global Omnicom Group network.
-
A.
McClelland, Goodchild & Stewart
McClelland, Goodchild & Stewart was an earlier Canadian publishing firm that evolved into the well-known book publisher McClelland and Stewart.
-
B.
Gillespie, Kidd & Coia
Gillespie, Kidd & Coia was a renowned 20th-century Scottish architectural firm celebrated for its innovative Modernist and often Brutalist designs, particularly of Catholic churches and educational buildings.
-
C.
Murphy & Partners
Murphy & Partners is a philanthropic consulting firm founded by Emma Bloomberg that advises donors and organizations on effective giving and social impact strategies.
-
D.
Huber, Hunt & Nichols
Huber, Hunt & Nichols was a major American construction firm known for building large-scale projects such as sports stadiums and arenas.
-
E.
Halvorson and Partners
Halvorson and Partners is a structural engineering firm known for its work on prominent high-rise buildings and complex structural projects.
- 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_69ca831201b481909e137936ef99ff11 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cb84c5121081908efa3eca25406d3a |
completed | March 31, 2026, 8:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce0333a3488190ba30d03b1d7bacb1 |
completed | April 2, 2026, 5:48 a.m. |
| NEDg | Description generation | batch_69ce0781859c8190bb92f41c00af459b |
completed | April 2, 2026, 6:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce089d09c08190ba321aed4044a862 |
completed | April 2, 2026, 6:11 a.m. |
Created at: March 30, 2026, 6:06 p.m.