Triple

T12114062
Position Surface form Disambiguated ID Type / Status
Subject Benton & Bowles E288509 entity
Predicate mergedInto P77 FINISHED
Object 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.
 E965055 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: D’Arcy Masius Benton & Bowles | Statement: [Benton & Bowles, mergedInto, D’Arcy Masius Benton & Bowles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: D’Arcy Masius Benton & Bowles
Context triple: [Benton & Bowles, mergedInto, D’Arcy Masius Benton & Bowles]
  • A. Morgan Lewis
    Morgan Lewis was an American lawyer, military officer, and politician who served as Governor of New York in the early 19th century.
  • B. Boies Penrose
    Boies Penrose was a powerful early 20th-century American Republican politician who served for decades as a U.S. Senator from Pennsylvania and was known as an influential party boss.
  • C. Morgan, Lewis & Bockius
    Morgan, Lewis & Bockius is a major international law firm headquartered in the United States, known for its broad corporate, litigation, labor, and regulatory practices.
  • D. O'Melveny & Myers
    O'Melveny & Myers is a major international law firm headquartered in Los Angeles, known for its work in litigation, corporate transactions, and regulatory matters.
  • E. Wilmer Cutler Pickering Hale and Dorr
    Wilmer Cutler Pickering Hale and Dorr is a prominent international law firm known for its work in regulatory, litigation, and corporate matters, particularly in Washington, D.C. and other major legal markets.
  • 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: D’Arcy Masius Benton & Bowles
Triple: [Benton & Bowles, mergedInto, D’Arcy Masius Benton & Bowles]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: D’Arcy Masius Benton & Bowles
Target entity description: 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.
  • A. Morgan Lewis
    Morgan Lewis was an American lawyer, military officer, and politician who served as Governor of New York in the early 19th century.
  • B. Boies Penrose
    Boies Penrose was a powerful early 20th-century American Republican politician who served for decades as a U.S. Senator from Pennsylvania and was known as an influential party boss.
  • C. Morgan, Lewis & Bockius
    Morgan, Lewis & Bockius is a major international law firm headquartered in the United States, known for its broad corporate, litigation, labor, and regulatory practices.
  • D. O'Melveny & Myers
    O'Melveny & Myers is a major international law firm headquartered in Los Angeles, known for its work in litigation, corporate transactions, and regulatory matters.
  • E. Wilmer Cutler Pickering Hale and Dorr
    Wilmer Cutler Pickering Hale and Dorr is a prominent international law firm known for its work in regulatory, litigation, and corporate matters, particularly in Washington, D.C. and other major legal markets.
  • 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_69d6ab4a5c448190a110d1273314b21a completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9156814148190b47d63a89fcab17c completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f67d58d08190be45fb49f0084b49 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f600b7385881909ddb86a1d39ff5d4 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f601e7f3b0819098a2245b9f9316b9 completed May 2, 2026, 1:53 p.m.
Created at: April 8, 2026, 9:49 p.m.