Triple
T1757328
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Donna Dale Carnegie |
E38577
|
entity |
| Predicate | affiliatedWith |
P254
|
FINISHED |
| Object | Dale Carnegie Training |
E4802
|
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: Dale Carnegie Training | Statement: [Donna Dale Carnegie, affiliatedWith, Dale Carnegie Training]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dale Carnegie Training Context triple: [Donna Dale Carnegie, affiliatedWith, Dale Carnegie Training]
-
A.
Dale Carnegie Course in Effective Speaking and Human Relations
chosen
The Dale Carnegie Course in Effective Speaking and Human Relations is a renowned personal development program that trains participants in public speaking, interpersonal skills, confidence building, and leadership.
-
B.
Career Education Corporation
Career Education Corporation is a U.S.-based for-profit education company that operates career-focused colleges and universities offering a range of vocational and degree programs.
-
C.
Dale Carnegie
Dale Carnegie was an American writer and lecturer best known for his influential self-improvement and interpersonal skills book "How to Win Friends and Influence People."
-
D.
Becker Professional Education
Becker Professional Education is a leading provider of professional exam preparation and continuing education programs, best known for its CPA exam review courses.
-
E.
Training Bureau
The Training Bureau is the division of the New York City Police Department responsible for educating, training, and developing police recruits and in-service officers.
- 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_69a8862bdb2081908aefe831c8aa8017 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa643ce88481909d2feef3c5fd849f |
completed | March 6, 2026, 5:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada0ea4cc08190b47d81a54c294a9a |
completed | March 8, 2026, 4:16 p.m. |
Created at: March 4, 2026, 7:31 p.m.