Triple

T11405565
Position Surface form Disambiguated ID Type / Status
Subject Marsh E270230 entity
Predicate hasDivision P35 FINISHED
Object Marsh Commercial
Marsh Commercial is a UK-based insurance and risk management brokerage that serves small and medium-sized businesses as part of the global Marsh insurance group.
 E923920 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: Marsh Commercial | Statement: [Marsh, hasDivision, Marsh Commercial]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marsh Commercial
Context triple: [Marsh, hasDivision, Marsh Commercial]
  • A. Handelskade waterfront
    Handelskade waterfront is the iconic, brightly colored row of historic Dutch colonial buildings lining the harbor in Willemstad, Curaçao.
  • B. Waterfront
    "Waterfront" is a 1983 rock song by Scottish band Simple Minds, known for its driving bassline and anthemic, atmospheric sound.
  • C. Waterfront
    The Waterfront is a Boston neighborhood along the harbor known for its maritime history, scenic views, and mix of residential, commercial, and tourist destinations.
  • D. Waterfront
    "Waterfront" is a 1939 American crime drama film starring Preston Foster, set against a gritty dockside backdrop of labor strife and personal conflict.
  • E. Shannon Navigation
    Shannon Navigation is the managed waterway system of Ireland’s River Shannon, comprising locks, channels, and related infrastructure that enable safe and continuous inland boating and commercial navigation.
  • 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: Marsh Commercial
Triple: [Marsh, hasDivision, Marsh Commercial]
Generated description
Marsh Commercial is a UK-based insurance and risk management brokerage that serves small and medium-sized businesses as part of the global Marsh insurance group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marsh Commercial
Target entity description: Marsh Commercial is a UK-based insurance and risk management brokerage that serves small and medium-sized businesses as part of the global Marsh insurance group.
  • A. Handelskade waterfront
    Handelskade waterfront is the iconic, brightly colored row of historic Dutch colonial buildings lining the harbor in Willemstad, Curaçao.
  • B. Waterfront
    "Waterfront" is a 1983 rock song by Scottish band Simple Minds, known for its driving bassline and anthemic, atmospheric sound.
  • C. Waterfront
    The Waterfront is a Boston neighborhood along the harbor known for its maritime history, scenic views, and mix of residential, commercial, and tourist destinations.
  • D. Waterfront
    "Waterfront" is a 1939 American crime drama film starring Preston Foster, set against a gritty dockside backdrop of labor strife and personal conflict.
  • E. Shannon Navigation
    Shannon Navigation is the managed waterway system of Ireland’s River Shannon, comprising locks, channels, and related infrastructure that enable safe and continuous inland boating and commercial navigation.
  • 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_69d6aaddeaa8819088b30ef7b50598c9 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8014c820c81908538ba4a08e13230 completed April 9, 2026, 7:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69e58d56608481908dbb19daa2abfc0a completed April 20, 2026, 2:20 a.m.
NEDg Description generation batch_69e59777b1208190a33a50da286535ee completed April 20, 2026, 3:03 a.m.
NED2 Entity disambiguation (via description) batch_69e5a3cf9d388190944340af484b3a54 completed April 20, 2026, 3:55 a.m.
Created at: April 8, 2026, 9:34 p.m.