Triple
T9997707
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Derek Charles |
E197243
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Gery & Associates
Gery & Associates is a professional firm that employs Derek Charles, likely operating in a corporate or legal services context.
|
E833701
|
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: Gery & Associates | Statement: [Derek Charles, employer, Gery & Associates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gery & Associates Context triple: [Derek Charles, employer, Gery & Associates]
-
A.
Gibbs & Associates
Gibbs & Associates is an architecture firm known for designing the Walter Pyramid, a prominent pyramid-shaped sports arena at California State University, Long Beach.
-
B.
Short & Associates
Short & Associates is an architectural firm known for designing the Contact Theatre in Manchester, England.
-
C.
Sigmund Soudack & Associates
Sigmund Soudack & Associates is a Canadian structural engineering firm known for designing prominent high-rise and complex building projects, including landmark towers.
-
D.
Melvin Simon & Associates
Melvin Simon & Associates was a major American shopping mall development and management company founded by Melvin Simon, known for building and operating numerous retail centers across the United States.
-
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: Gery & Associates Triple: [Derek Charles, employer, Gery & Associates]
Generated description
Gery & Associates is a professional firm that employs Derek Charles, likely operating in a corporate or legal services context.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gery & Associates Target entity description: Gery & Associates is a professional firm that employs Derek Charles, likely operating in a corporate or legal services context.
-
A.
Gibbs & Associates
Gibbs & Associates is an architecture firm known for designing the Walter Pyramid, a prominent pyramid-shaped sports arena at California State University, Long Beach.
-
B.
Short & Associates
Short & Associates is an architectural firm known for designing the Contact Theatre in Manchester, England.
-
C.
Sigmund Soudack & Associates
Sigmund Soudack & Associates is a Canadian structural engineering firm known for designing prominent high-rise and complex building projects, including landmark towers.
-
D.
Melvin Simon & Associates
Melvin Simon & Associates was a major American shopping mall development and management company founded by Melvin Simon, known for building and operating numerous retail centers across the United States.
-
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_69ca82f3b61c81908ecc2c1c96dbc2e4 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdcc8aa1a881909879a694496f11a5 |
completed | April 2, 2026, 1:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d258439fe88190b17da69f542ecf61 |
completed | April 5, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_69d259701e488190b288c9f523a1ec87 |
completed | April 5, 2026, 12:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d259da25e081909ac184f4fa80c57e |
completed | April 5, 2026, 12:47 p.m. |
Created at: March 30, 2026, 8:51 p.m.