Triple
T11405564
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marsh |
E270230
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Marsh India Insurance Brokers
Marsh India Insurance Brokers is the Indian arm of global insurance broker Marsh, providing risk management and insurance brokerage services to businesses across India.
|
E923919
|
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 India Insurance Brokers | Statement: [Marsh, hasSubsidiary, Marsh India Insurance Brokers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marsh India Insurance Brokers Context triple: [Marsh, hasSubsidiary, Marsh India Insurance Brokers]
-
A.
Lakshmi Insurance Company
Lakshmi Insurance Company was an Indian insurance firm established by freedom fighter and nationalist leader Lala Lajpat Rai as part of his efforts to promote indigenous enterprise.
-
B.
Life Insurance Corporation of India
The Life Insurance Corporation of India is a state-owned Indian insurance and investment corporation that has long dominated the country’s life insurance sector and played a major role in its financial markets.
-
C.
Commonwealth Insurance Limited
Commonwealth Insurance Limited is an Australian insurance company that operates as a subsidiary of the Commonwealth Bank of Australia, offering a range of general and personal insurance products.
-
D.
Traders General Insurance Company
Traders General Insurance Company is a Canadian property and casualty insurer operating under the Aviva Canada group, providing a range of personal and commercial insurance products.
-
E.
R. D. Bansal and Company
R. D. Bansal and Company is a film distribution company known for handling the release of notable Indian films such as Satyajit Ray’s "Charulata."
- 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 India Insurance Brokers Triple: [Marsh, hasSubsidiary, Marsh India Insurance Brokers]
Generated description
Marsh India Insurance Brokers is the Indian arm of global insurance broker Marsh, providing risk management and insurance brokerage services to businesses across India.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marsh India Insurance Brokers Target entity description: Marsh India Insurance Brokers is the Indian arm of global insurance broker Marsh, providing risk management and insurance brokerage services to businesses across India.
-
A.
Lakshmi Insurance Company
Lakshmi Insurance Company was an Indian insurance firm established by freedom fighter and nationalist leader Lala Lajpat Rai as part of his efforts to promote indigenous enterprise.
-
B.
Life Insurance Corporation of India
The Life Insurance Corporation of India is a state-owned Indian insurance and investment corporation that has long dominated the country’s life insurance sector and played a major role in its financial markets.
-
C.
Commonwealth Insurance Limited
Commonwealth Insurance Limited is an Australian insurance company that operates as a subsidiary of the Commonwealth Bank of Australia, offering a range of general and personal insurance products.
-
D.
Traders General Insurance Company
Traders General Insurance Company is a Canadian property and casualty insurer operating under the Aviva Canada group, providing a range of personal and commercial insurance products.
-
E.
R. D. Bansal and Company
R. D. Bansal and Company is a film distribution company known for handling the release of notable Indian films such as Satyajit Ray’s "Charulata."
- 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.