Triple
T5017615
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cerner Corporation |
E112770
|
entity |
| Predicate | predecessor |
P97
|
FINISHED |
| Object | PGI & Associates |
E112770
|
NE FINISHED |
How this triple was built (2 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: PGI & Associates | Statement: [Cerner Corporation, predecessor, PGI & Associates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PGI & Associates Context triple: [Cerner Corporation, predecessor, PGI & Associates]
-
A.
PGI & Associates
chosen
PGI & Associates was the original company that later became Cerner, a major U.S.-based health information technology corporation.
-
B.
S. Graham & Associates
S. Graham & Associates is a management and marketing consulting firm led by educator, author, and businessman Stedman Graham, focusing on leadership development and personal branding.
-
C.
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.
-
D.
Kirkegaard Associates
Kirkegaard Associates is an acoustical consulting firm renowned for designing the sound environments of prominent performance spaces and concert halls worldwide.
-
E.
John A. Martin & Associates
John A. Martin & Associates is a structural engineering firm known for designing major high-rise and complex structures, including landmark skyscrapers in the United States.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd4434acb8819086679dbeccc2fe54 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd734037a88190a950db814412a023 |
completed | March 20, 2026, 4:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be9278421c8190b142466c099c7d1c |
completed | March 21, 2026, 12:43 p.m. |
Created at: March 20, 2026, 1:35 p.m.