Triple
T17264752
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John A. Byrne |
E419095
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object | Poets & Quants |
E1259026
|
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: Poets & Quants | Statement: [John A. Byrne, founded, Poets & Quants]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Poets & Quants Context triple: [John A. Byrne, founded, Poets & Quants]
-
A.
Poets & Quants
chosen
Poets & Quants is a leading online publication focused on business schools, MBA programs, and management education news and rankings.
-
B.
U.S. News & World Report
U.S. News & World Report is an American media company best known for its influential rankings of colleges, hospitals, and other institutions, as well as its news and analysis coverage.
-
C.
Financial Times Global MBA Rankings
The Financial Times Global MBA Rankings is an annual international league table that evaluates and compares leading business schools’ MBA programs worldwide based on criteria such as career outcomes, diversity, and academic quality.
-
D.
The Chronicle of Higher Education
The Chronicle of Higher Education is a leading U.S.-based news and analysis publication focused on colleges, universities, and issues in higher education.
-
E.
U.S. News top-ranked national universities
U.S. News top-ranked national universities are leading U.S. higher education institutions recognized for their strong academic reputation, research output, and student outcomes in the annual U.S. News & World Report rankings.
- 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_69d886d9ab108190b70edd8d17aa1204 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42f4432fc81908fd90865822af1fa |
completed | April 19, 2026, 1:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01794641648190a5db87ecb359c17a |
completed | May 11, 2026, 6:37 a.m. |
Created at: April 10, 2026, 5:40 a.m.