Triple
T276916
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Trump University |
E5268
|
entity |
| Predicate | notableCriticismBy |
P3619
|
FINISHED |
| Object | New York Attorney General |
E8513
|
NE FINISHED |
How this triple was built (3 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: New York Attorney General | Statement: [Trump University, notableCriticismBy, New York Attorney General]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New York Attorney General Context triple: [Trump University, notableCriticismBy, New York Attorney General]
-
A.
Attorney General of New York
chosen
The Attorney General of New York is the state's chief legal officer, responsible for representing New York in legal matters, enforcing state laws, and protecting the public interest.
-
B.
Comptroller of New York
The Comptroller of New York is the state’s independently elected chief fiscal officer, responsible for overseeing government finances, auditing public agencies, and managing the state’s pension fund.
-
C.
Lieutenant Governor of New York
The Lieutenant Governor of New York is the state’s second-highest executive officer, who succeeds the governor if necessary and often plays a key role in legislative and administrative functions.
-
D.
New York City Comptroller
The New York City Comptroller is the independently elected chief financial officer and auditor responsible for overseeing the city’s budget, finances, and pension funds.
-
E.
New York State government officials
New York State government officials are public servants who hold elected or appointed positions within the state’s executive, legislative, and judicial branches and are responsible for creating, implementing, and interpreting state laws and policies.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: notableCriticismBy Context triple: [Trump University, notableCriticismBy, New York Attorney General]
-
A.
criticizedFor
Indicates that one entity expresses disapproval or negative judgment of another entity specifically because of a particular action, quality, or outcome.
-
B.
hasCriticism
chosen
Indicates that one entity expresses disapproval, objection, or negative evaluation directed toward another entity.
-
C.
notableFor
Indicates that an entity is especially recognized or distinguished for a particular quality, achievement, characteristic, or role.
-
D.
notableContribution
Indicates that an entity has made a significant, recognized contribution to another entity, field, work, or endeavor.
-
E.
notedIn
Indicates that information about one entity is mentioned, recorded, or referenced within another entity, such as a document, record, or source.
- F. None of above.
Provenance (4 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_69a257e6c8788190987dfe705ca2912a |
completed | Feb. 28, 2026, 2:50 a.m. |
| NER | Named-entity recognition | batch_69a25ded68c88190b1fc595ce329aeb9 |
completed | Feb. 28, 2026, 3:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a39d04650c8190bda8f1b982c645df |
completed | March 1, 2026, 1:57 a.m. |
| PD | Predicate disambiguation | batch_69a25b7480e881909399beccfc7ffb81 |
completed | Feb. 28, 2026, 3:05 a.m. |
Created at: Feb. 28, 2026, 2:59 a.m.