Triple
T17326975
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Don Nickles |
E420709
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
The Nickles Group (lobbying and consulting firm)
The Nickles Group is a Washington, D.C.–based lobbying and consulting firm led by former U.S. Senator Don Nickles that advises corporate and industry clients on federal policy and regulatory issues.
|
E1263548
|
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: The Nickles Group (lobbying and consulting firm) | Statement: [Don Nickles, founded, The Nickles Group (lobbying and consulting firm)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Nickles Group (lobbying and consulting firm) Context triple: [Don Nickles, founded, The Nickles Group (lobbying and consulting firm)]
-
A.
Sanders Group
The Sanders Group is a geological rock unit known for its prominent Bedford limestone formations.
-
B.
Wilson Group
The Wilson Group is a cluster of galaxies in the constellation of Centaurus that includes Mount Wilson as one of its notable members.
-
C.
The Scowcroft Group
The Scowcroft Group is an international business advisory firm founded by former U.S. National Security Advisor Brent Scowcroft, specializing in strategic consulting on global political and economic issues.
-
D.
Marshall Group
Marshall Group is a British aerospace and defense company based in Cambridge, known for its aviation services, engineering, and property businesses.
-
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: The Nickles Group (lobbying and consulting firm) Triple: [Don Nickles, founded, The Nickles Group (lobbying and consulting firm)]
Generated description
The Nickles Group is a Washington, D.C.–based lobbying and consulting firm led by former U.S. Senator Don Nickles that advises corporate and industry clients on federal policy and regulatory issues.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Nickles Group (lobbying and consulting firm) Target entity description: The Nickles Group is a Washington, D.C.–based lobbying and consulting firm led by former U.S. Senator Don Nickles that advises corporate and industry clients on federal policy and regulatory issues.
-
A.
Sanders Group
The Sanders Group is a geological rock unit known for its prominent Bedford limestone formations.
-
B.
Wilson Group
The Wilson Group is a cluster of galaxies in the constellation of Centaurus that includes Mount Wilson as one of its notable members.
-
C.
The Scowcroft Group
The Scowcroft Group is an international business advisory firm founded by former U.S. National Security Advisor Brent Scowcroft, specializing in strategic consulting on global political and economic issues.
-
D.
Marshall Group
Marshall Group is a British aerospace and defense company based in Cambridge, known for its aviation services, engineering, and property businesses.
-
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
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_69d889d3adc881909319f1edb8d2a956 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e439d321c881909e63a6870b152c8c |
completed | April 19, 2026, 2:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a018c4c2dc08190b60982abc9ac7c9c |
completed | May 11, 2026, 7:59 a.m. |
| NEDg | Description generation | batch_6a018f2358b481908226aa84a7bd9d7f |
completed | May 11, 2026, 8:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0190125abc8190ad4d1f500e3513b3 |
completed | May 11, 2026, 8:15 a.m. |
Created at: April 10, 2026, 5:43 a.m.