Triple
T8415913
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Omnicom Group |
E198729
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Needham Harper Worldwide
Needham Harper Worldwide was a prominent advertising agency whose legacy contributed to the formation of the global marketing communications conglomerate Omnicom Group.
|
E733008
|
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: Needham Harper Worldwide | Statement: [Omnicom Group, foundedBy, Needham Harper Worldwide]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Needham Harper Worldwide Context triple: [Omnicom Group, foundedBy, Needham Harper Worldwide]
-
A.
Newmarket Capital Group
Newmarket Capital Group is an independent film financing and production company known for backing critically acclaimed and unconventional movies.
-
B.
Henderson Global Investors
Henderson Global Investors is a UK-based global asset management firm known for managing a wide range of investment funds for institutional and retail clients.
-
C.
Berkshire Partners
Berkshire Partners is a Boston-based private equity firm known for investing in and acquiring middle-market companies across a range of industries.
-
D.
Boston Associates
Boston Associates were a group of early 19th-century New England investors and industrialists who played a key role in pioneering large-scale textile manufacturing and factory towns in the United States.
-
E.
Wertheim & Company
Wertheim & Company was a prominent American investment banking and brokerage firm active in the mid-20th century financial industry.
- 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: Needham Harper Worldwide Triple: [Omnicom Group, foundedBy, Needham Harper Worldwide]
Generated description
Needham Harper Worldwide was a prominent advertising agency whose legacy contributed to the formation of the global marketing communications conglomerate Omnicom Group.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Needham Harper Worldwide Target entity description: Needham Harper Worldwide was a prominent advertising agency whose legacy contributed to the formation of the global marketing communications conglomerate Omnicom Group.
-
A.
Newmarket Capital Group
Newmarket Capital Group is an independent film financing and production company known for backing critically acclaimed and unconventional movies.
-
B.
Henderson Global Investors
Henderson Global Investors is a UK-based global asset management firm known for managing a wide range of investment funds for institutional and retail clients.
-
C.
Berkshire Partners
Berkshire Partners is a Boston-based private equity firm known for investing in and acquiring middle-market companies across a range of industries.
-
D.
Boston Associates
Boston Associates were a group of early 19th-century New England investors and industrialists who played a key role in pioneering large-scale textile manufacturing and factory towns in the United States.
-
E.
Wertheim & Company
Wertheim & Company was a prominent American investment banking and brokerage firm active in the mid-20th century financial industry.
- 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.