Triple
T3294249
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cordell Hull |
E69173
|
entity |
| Predicate | notableAlmaMater |
P47801
|
FINISHED |
| Object | National Normal University |
E69173
|
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: National Normal University | Statement: [Cordell Hull, notableAlmaMater, National Normal University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Normal University Context triple: [Cordell Hull, notableAlmaMater, National Normal University]
-
A.
National Normal University
chosen
National Normal University was a teacher-training institution in Tennessee that played a role in the early education of future U.S. Secretary of State and Nobel Peace Prize laureate Cordell Hull.
-
B.
Northern State Normal School
Northern State Normal School was the original teacher-training institution that later evolved into Northern Michigan University in Marquette, Michigan.
-
C.
Blount College
Blount College was the original institution that evolved into what is now the University of Tennessee, Knoxville.
-
D.
Daniel Webster College
Daniel Webster College was a small private college in Nashua, New Hampshire, known for its aviation, engineering, and management programs before closing in 2017.
-
E.
Iowa State Normal School
Iowa State Normal School was a 19th-century teacher-training institution in Cedar Falls, Iowa, that later evolved into the University of Northern Iowa.
- 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: notableAlmaMater Context triple: [Cordell Hull, notableAlmaMater, National Normal University]
-
A.
notableInstitution
Indicates that an institution holds particular significance, prominence, or recognition in relation to the subject.
-
B.
notableStudentBodyAssociatedWith
Indicates that there is a significant or noteworthy group of students associated with a particular entity, such as an institution, organization, or program.
-
C.
firstTaughtAt
Indicates the institution or place where an entity (typically a person) began their teaching career or taught for the first time.
-
D.
hasNotableAlumniType
Indicates that an entity has notable alumni belonging to a specified category or type.
-
E.
positionOfNotableAlumnus
Indicates the professional role or office held by a notable alumnus in relation to an institution or organization.
- 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_69ad859d45748190b0742408c954b39f |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb07661748190bf57469e101c5283 |
completed | March 8, 2026, 5:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2e86b8e04819091f4a4ae6d6a87ad |
completed | March 12, 2026, 4:23 p.m. |
| PD | Predicate disambiguation | batch_69ada42407dc81909f60d7a14e1b7934 |
completed | March 8, 2026, 4:30 p.m. |
| PDg | Predicate description generation | batch_69ada526764881908e4bd52938d5374d |
completed | March 8, 2026, 4:34 p.m. |
Created at: March 8, 2026, 3:10 p.m.