Triple
T4654552
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sophie Devereaux |
E102376
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
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.
|
E457325
|
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: Leverage Consulting & Associates | Statement: [Sophie Devereaux, associatedWith, Leverage Consulting & Associates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leverage Consulting & Associates Context triple: [Sophie Devereaux, associatedWith, Leverage Consulting & Associates]
-
A.
Doxiadis Associates
Doxiadis Associates was an influential Greek architectural and urban planning firm founded by Constantinos A. Doxiadis, known for its large-scale planning projects and the development of the theory of Ekistics.
-
B.
Perspecta
Perspecta is a long-running, peer-reviewed architectural journal known for critical essays, theoretical explorations, and design discourse associated with the Yale School of Architecture.
-
C.
Drew Associates
Drew Associates was a pioneering American documentary film production company known for helping to establish the Direct Cinema movement in the 1960s through its innovative, observational style of filmmaking.
-
D.
Omrania and Associates
Omrania and Associates is a Saudi-based architectural and engineering firm known for designing prominent modern landmarks and large-scale urban projects in the Middle East.
-
E.
L.D. Astorino & Associates
L.D. Astorino & Associates is an American architecture firm known for designing major sports and institutional facilities, including the NFL’s Acrisure Stadium in Pittsburgh.
- 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: Leverage Consulting & Associates Triple: [Sophie Devereaux, associatedWith, Leverage Consulting & Associates]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leverage Consulting & Associates Target entity description: 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.
-
A.
Doxiadis Associates
Doxiadis Associates was an influential Greek architectural and urban planning firm founded by Constantinos A. Doxiadis, known for its large-scale planning projects and the development of the theory of Ekistics.
-
B.
Perspecta
Perspecta is a long-running, peer-reviewed architectural journal known for critical essays, theoretical explorations, and design discourse associated with the Yale School of Architecture.
-
C.
Drew Associates
Drew Associates was a pioneering American documentary film production company known for helping to establish the Direct Cinema movement in the 1960s through its innovative, observational style of filmmaking.
-
D.
Omrania and Associates
Omrania and Associates is a Saudi-based architectural and engineering firm known for designing prominent modern landmarks and large-scale urban projects in the Middle East.
-
E.
L.D. Astorino & Associates
L.D. Astorino & Associates is an American architecture firm known for designing major sports and institutional facilities, including the NFL’s Acrisure Stadium in Pittsburgh.
- 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_69bd43d71a308190afea7280841b0de8 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd6317ba70819089145766d3462e57 |
completed | March 20, 2026, 3:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfaef125c819097d79f25608302dc |
completed | March 21, 2026, 1:57 a.m. |
| NEDg | Description generation | batch_69bdfc0964c881909e6b98a1c8ea747f |
completed | March 21, 2026, 2:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfce1be788190ae3418df301e5136 |
completed | March 21, 2026, 2:05 a.m. |
Created at: March 20, 2026, 1:14 p.m.