Triple
T814513
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Dewey |
E17620
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
American Association of University Professors
The American Association of University Professors is a professional organization that advocates for academic freedom, shared governance, and fair working conditions in higher education institutions across the United States.
|
E96133
|
NE FINISHED |
How this triple was built (4 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: American Association of University Professors | Statement: [John Dewey, memberOf, American Association of University Professors]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: American Association of University Professors Context triple: [John Dewey, memberOf, American Association of University Professors]
-
A.
Association of American Universities
The Association of American Universities is an organization of leading research-intensive universities in North America dedicated to advancing higher education and research policy.
-
B.
Council on Academic Affairs
The Council on Academic Affairs is a key body within the Association of Public and Land-grant Universities that focuses on academic policy, program development, and educational leadership across member institutions.
-
C.
APLU
APLU (Association of Public and Land-grant Universities) is a research and advocacy organization representing leading public research universities and land-grant institutions across North America.
-
D.
Council of Independent Colleges
The Council of Independent Colleges is a national association that supports and advocates for private, nonprofit liberal arts colleges and universities in the United States.
-
E.
Association of University Presses
The Association of University Presses is a professional organization that represents and supports nonprofit scholarly publishers, promoting academic publishing standards, collaboration, and advocacy worldwide.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: American Association of University Professors Triple: [John Dewey, memberOf, American Association of University Professors]
Generated description
The American Association of University Professors is a professional organization that advocates for academic freedom, shared governance, and fair working conditions in higher education institutions across the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: American Association of University Professors Target entity description: The American Association of University Professors is a professional organization that advocates for academic freedom, shared governance, and fair working conditions in higher education institutions across the United States.
-
A.
Association of American Universities
The Association of American Universities is an organization of leading research-intensive universities in North America dedicated to advancing higher education and research policy.
-
B.
Council on Academic Affairs
The Council on Academic Affairs is a key body within the Association of Public and Land-grant Universities that focuses on academic policy, program development, and educational leadership across member institutions.
-
C.
APLU
APLU (Association of Public and Land-grant Universities) is a research and advocacy organization representing leading public research universities and land-grant institutions across North America.
-
D.
Council of Independent Colleges
The Council of Independent Colleges is a national association that supports and advocates for private, nonprofit liberal arts colleges and universities in the United States.
-
E.
Association of University Presses
The Association of University Presses is a professional organization that represents and supports nonprofit scholarly publishers, promoting academic publishing standards, collaboration, and advocacy worldwide.
- 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_69a4937bcaac8190a322524ac6f45a5a |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4ab5035608190bff5f3843b75e662 |
completed | March 1, 2026, 9:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a76d8b0b0c8190a6226d6b8daade25 |
completed | March 3, 2026, 11:23 p.m. |
| NEDg | Description generation | batch_69a782eda49c8190bdaf4fb8db685071 |
completed | March 4, 2026, 12:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a784f6eee48190a348008b931d545b |
completed | March 4, 2026, 1:03 a.m. |
Created at: March 1, 2026, 7:38 p.m.