Triple
T8975555
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Virginia Thomas |
E214377
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
Liberty Consulting
Liberty Consulting is a political consulting firm associated with conservative activist Virginia "Ginni" Thomas, known for her involvement in right-wing advocacy and policy efforts.
|
E768955
|
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: Liberty Consulting | Statement: [Virginia Thomas, founded, Liberty Consulting]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liberty Consulting Context triple: [Virginia Thomas, founded, Liberty Consulting]
-
A.
Leverage Consulting & Associates
Leverage Consulting & Associates is a fictional private consulting and problem-solving firm featured in the TV series "Leverage," known for orchestrating elaborate cons to help clients against corrupt individuals and organizations.
-
B.
Hyder Consulting
Hyder Consulting was a multinational engineering, design, and advisory firm known for its work on major infrastructure and construction projects worldwide.
-
C.
Mort Bay Consulting
Mort Bay Consulting is the software company best known for originally developing and maintaining the Jetty web server and servlet container.
-
D.
Liberty Live Group
Liberty Live Group is a division of Liberty Media focused on live entertainment, events, and related media assets.
-
E.
Archgroup Consultants
Archgroup Consultants is an architectural firm known for designing major high-rise and hospitality projects in Dubai, including landmark luxury hotels.
- 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: Liberty Consulting Triple: [Virginia Thomas, founded, Liberty Consulting]
Generated description
Liberty Consulting is a political consulting firm associated with conservative activist Virginia "Ginni" Thomas, known for her involvement in right-wing advocacy and policy efforts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liberty Consulting Target entity description: Liberty Consulting is a political consulting firm associated with conservative activist Virginia "Ginni" Thomas, known for her involvement in right-wing advocacy and policy efforts.
-
A.
Leverage Consulting & Associates
Leverage Consulting & Associates is a fictional private consulting and problem-solving firm featured in the TV series "Leverage," known for orchestrating elaborate cons to help clients against corrupt individuals and organizations.
-
B.
Hyder Consulting
Hyder Consulting was a multinational engineering, design, and advisory firm known for its work on major infrastructure and construction projects worldwide.
-
C.
Mort Bay Consulting
Mort Bay Consulting is the software company best known for originally developing and maintaining the Jetty web server and servlet container.
-
D.
Liberty Live Group
Liberty Live Group is a division of Liberty Media focused on live entertainment, events, and related media assets.
-
E.
Archgroup Consultants
Archgroup Consultants is an architectural firm known for designing major high-rise and hospitality projects in Dubai, including landmark luxury hotels.
- 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_69ca839ea8b88190922c6a326ffcc0d3 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6784d1808190899c980f76084ff8 |
completed | April 1, 2026, 12:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc96aa46c81908b95a23fd2b4da57 |
completed | April 3, 2026, 2:06 p.m. |
| NEDg | Description generation | batch_69cfca00ffa08190ad66fb99572a6275 |
completed | April 3, 2026, 2:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfca84937881909707497d733218e5 |
completed | April 3, 2026, 2:11 p.m. |
Created at: March 30, 2026, 7:02 p.m.