Triple

T2480039
Position Surface form Disambiguated ID Type / Status
Subject Marsh & McLennan E55791 entity
Predicate notableSubsidiary P9212 FINISHED
Object Guy Carpenter, the reinsurance broker
Guy Carpenter is a leading global reinsurance and risk management intermediary that provides analytical, advisory, and brokerage services to insurance and reinsurance companies.
E270238 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: Guy Carpenter, the reinsurance broker | Statement: [Marsh & McLennan, notableSubsidiary, Guy Carpenter, the reinsurance broker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Guy Carpenter, the reinsurance broker
Context triple: [Marsh & McLennan, notableSubsidiary, Guy Carpenter, the reinsurance broker]
  • A. Henry Kravis
    Henry Kravis is an American billionaire businessman and co-founder of the private equity firm Kohlberg Kravis Roberts & Co. (KKR), known as a pioneer of leveraged buyouts.
  • B. Rob Carpenter
    Rob Carpenter is a former NFL running back best known for his productive stints with the Houston Oilers and New York Giants in the late 1970s and early 1980s.
  • C. Edward Jones
    Edward Jones was an American statistician and co-founder of Dow Jones & Company, best known for helping create the Dow Jones Industrial Average.
  • D. Robert Kravis
    Robert Kravis is a film producer best known for his work on the crime thriller "Lucky Number Slevin."
  • E. David Meriwether
    David Meriwether was an American politician and statesman from Georgia who served in the U.S. Congress in the early 19th century.
  • 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: Guy Carpenter, the reinsurance broker
Triple: [Marsh & McLennan, notableSubsidiary, Guy Carpenter, the reinsurance broker]
Generated description
Guy Carpenter is a leading global reinsurance and risk management intermediary that provides analytical, advisory, and brokerage services to insurance and reinsurance companies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Guy Carpenter, the reinsurance broker
Target entity description: Guy Carpenter is a leading global reinsurance and risk management intermediary that provides analytical, advisory, and brokerage services to insurance and reinsurance companies.
  • A. Henry Kravis
    Henry Kravis is an American billionaire businessman and co-founder of the private equity firm Kohlberg Kravis Roberts & Co. (KKR), known as a pioneer of leveraged buyouts.
  • B. Rob Carpenter
    Rob Carpenter is a former NFL running back best known for his productive stints with the Houston Oilers and New York Giants in the late 1970s and early 1980s.
  • C. Edward Jones
    Edward Jones was an American statistician and co-founder of Dow Jones & Company, best known for helping create the Dow Jones Industrial Average.
  • D. Robert Kravis
    Robert Kravis is a film producer best known for his work on the crime thriller "Lucky Number Slevin."
  • E. David Meriwether
    David Meriwether was an American politician and statesman from Georgia who served in the U.S. Congress in the early 19th century.
  • 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_69ab49e670a88190b928e08302381710 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd160a9708190b28d2f5538ea129a completed March 7, 2026, 7:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69af17b146d881909672e9cd4a501a11 completed March 9, 2026, 6:55 p.m.
NEDg Description generation batch_69af19fa53708190835e51d4bf965c62 completed March 9, 2026, 7:05 p.m.
NED2 Entity disambiguation (via description) batch_69af1a60ce6c81908cc88fc7c94a3ea9 completed March 9, 2026, 7:07 p.m.
Created at: March 6, 2026, 9:45 p.m.