Triple
T17094245
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Haley Barbour |
E414801
|
entity |
| Predicate | coFounded |
P104
|
FINISHED |
| Object |
BGR Group
BGR Group is a prominent Washington, D.C.–based lobbying and public affairs firm known for its strong Republican ties and influence in U.S. politics and policy.
|
E1249889
|
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: BGR Group | Statement: [Haley Barbour, coFounded, BGR Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: BGR Group Context triple: [Haley Barbour, coFounded, BGR Group]
-
A.
GRT Group
GRT Group is a company best known as the founding entity behind the British transport operator FirstGroup.
-
B.
GPT Group
GPT Group is an Australian property investment and management company specializing in owning and operating retail shopping centres and commercial real estate.
-
C.
Egis Group
Egis Group is a global engineering and infrastructure consulting firm that manages and operates transportation facilities such as airports, roads, and urban transit systems.
-
D.
HSB Group
HSB Group is a financial services company best known for providing banking and insurance solutions under the HSB brand.
-
E.
Brener International Group
Brener International Group is a private investment firm led by businessman Gabriel Brener, known for its diversified holdings across sectors such as finance, real estate, and sports.
- 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: BGR Group Triple: [Haley Barbour, coFounded, BGR Group]
Generated description
BGR Group is a prominent Washington, D.C.–based lobbying and public affairs firm known for its strong Republican ties and influence in U.S. politics and policy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: BGR Group Target entity description: BGR Group is a prominent Washington, D.C.–based lobbying and public affairs firm known for its strong Republican ties and influence in U.S. politics and policy.
-
A.
GRT Group
GRT Group is a company best known as the founding entity behind the British transport operator FirstGroup.
-
B.
GPT Group
GPT Group is an Australian property investment and management company specializing in owning and operating retail shopping centres and commercial real estate.
-
C.
Egis Group
Egis Group is a global engineering and infrastructure consulting firm that manages and operates transportation facilities such as airports, roads, and urban transit systems.
-
D.
HSB Group
HSB Group is a financial services company best known for providing banking and insurance solutions under the HSB brand.
-
E.
Brener International Group
Brener International Group is a private investment firm led by businessman Gabriel Brener, known for its diversified holdings across sectors such as finance, real estate, and sports.
- 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_69d886cfc8e88190b05ba466edd35591 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3dbfb89348190942984037bd3bd2e |
completed | April 18, 2026, 7:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a012eec0d5c8190806e756aae848ba2 |
completed | May 11, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_6a012f7f8b148190914b0d7cfb2d5c5c |
completed | May 11, 2026, 1:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a012ffb67d4819099ec8d668cb590c9 |
completed | May 11, 2026, 1:25 a.m. |
Created at: April 10, 2026, 5:35 a.m.