Triple
T15261841
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arthur J. Gallagher & Co. |
E364796
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Gallagher Bassett Services, Inc.
Gallagher Bassett Services, Inc. is a risk management and third-party claims administration company that operates as a subsidiary of Arthur J. Gallagher & Co.
|
E364796
|
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: Gallagher Bassett Services, Inc. | Statement: [Arthur J. Gallagher & Co., hasSubsidiary, Gallagher Bassett Services, Inc.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gallagher Bassett Services, Inc. Context triple: [Arthur J. Gallagher & Co., hasSubsidiary, Gallagher Bassett Services, Inc.]
-
A.
Arthur J. Gallagher & Co.
Arthur J. Gallagher & Co. is a global insurance brokerage and risk management services firm headquartered in the United States.
-
B.
Bennetts Associates
Bennetts Associates is a British architectural practice known for its innovative and sustainable designs for major cultural and public buildings.
-
C.
Gateway, Inc.
Gateway, Inc. is an American computer hardware company best known for its consumer PCs and distinctive cow-spotted packaging.
-
D.
Brown & Root
Brown & Root is a major American engineering and construction company historically known for large-scale industrial, infrastructure, and government projects.
-
E.
Bell-Mason Group
Bell-Mason Group is a consulting and advisory firm best known for developing the Bell-Mason Diagnostic, a framework for assessing and guiding the growth of technology startups and ventures.
- 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: Gallagher Bassett Services, Inc. Triple: [Arthur J. Gallagher & Co., hasSubsidiary, Gallagher Bassett Services, Inc.]
Generated description
Gallagher Bassett Services, Inc. is a risk management and third-party claims administration company that operates as a subsidiary of Arthur J. Gallagher & Co.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gallagher Bassett Services, Inc. Target entity description: Gallagher Bassett Services, Inc. is a risk management and third-party claims administration company that operates as a subsidiary of Arthur J. Gallagher & Co.
-
A.
Arthur J. Gallagher & Co.
chosen
Arthur J. Gallagher & Co. is a global insurance brokerage and risk management services firm headquartered in the United States.
-
B.
Bennetts Associates
Bennetts Associates is a British architectural practice known for its innovative and sustainable designs for major cultural and public buildings.
-
C.
Gateway, Inc.
Gateway, Inc. is an American computer hardware company best known for its consumer PCs and distinctive cow-spotted packaging.
-
D.
Brown & Root
Brown & Root is a major American engineering and construction company historically known for large-scale industrial, infrastructure, and government projects.
-
E.
Bell-Mason Group
Bell-Mason Group is a consulting and advisory firm best known for developing the Bell-Mason Diagnostic, a framework for assessing and guiding the growth of technology startups and ventures.
- F. None of above.
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_69d85a0f08408190b3c3259ae35d79d2 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0084e85a08190b8e63598b9f6a535 |
completed | April 15, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fee5fb8b30819096d31ba5884715c9 |
completed | May 9, 2026, 7:44 a.m. |
| NEDg | Description generation | batch_69fee805f5bc8190a6095e3c374f3441 |
completed | May 9, 2026, 7:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fee8e4dc688190bd597f8d710c8afc |
completed | May 9, 2026, 7:57 a.m. |
Created at: April 10, 2026, 3:14 a.m.