Triple
T11874244
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Carl O. Sauer |
E282482
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Association of American Geographers
The Association of American Geographers is a major scholarly and professional organization dedicated to advancing geographic research, education, and knowledge, now known as the American Association of Geographers (AAG).
|
E950653
|
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: Association of American Geographers | Statement: [Carl O. Sauer, memberOf, Association of American Geographers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Association of American Geographers Context triple: [Carl O. Sauer, memberOf, Association of American Geographers]
-
A.
Association of Collegiate Schools of Planning
The Association of Collegiate Schools of Planning is a professional academic organization that represents and supports university-level urban and regional planning programs, faculty, and students.
-
B.
American Geographical Society
The American Geographical Society is a long-standing U.S.-based scholarly organization dedicated to advancing geographic knowledge and exploration through research, education, and public outreach.
-
C.
The American Planning Association
The American Planning Association is a professional organization in the United States that supports urban and regional planners through research, education, advocacy, and the promotion of best practices in community planning and development.
-
D.
Allied Social Science Associations
The Allied Social Science Associations is a coalition of academic organizations that jointly host one of the largest annual conferences for economists and other social scientists in the United States.
-
E.
Geological Society of America
The Geological Society of America is a leading professional organization dedicated to advancing the geosciences through research, education, and the dissemination of scientific knowledge.
- 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: Association of American Geographers Triple: [Carl O. Sauer, memberOf, Association of American Geographers]
Generated description
The Association of American Geographers is a major scholarly and professional organization dedicated to advancing geographic research, education, and knowledge, now known as the American Association of Geographers (AAG).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Association of American Geographers Target entity description: The Association of American Geographers is a major scholarly and professional organization dedicated to advancing geographic research, education, and knowledge, now known as the American Association of Geographers (AAG).
-
A.
Association of Collegiate Schools of Planning
The Association of Collegiate Schools of Planning is a professional academic organization that represents and supports university-level urban and regional planning programs, faculty, and students.
-
B.
American Geographical Society
The American Geographical Society is a long-standing U.S.-based scholarly organization dedicated to advancing geographic knowledge and exploration through research, education, and public outreach.
-
C.
The American Planning Association
The American Planning Association is a professional organization in the United States that supports urban and regional planners through research, education, advocacy, and the promotion of best practices in community planning and development.
-
D.
Allied Social Science Associations
The Allied Social Science Associations is a coalition of academic organizations that jointly host one of the largest annual conferences for economists and other social scientists in the United States.
-
E.
Geological Society of America
The Geological Society of America is a leading professional organization dedicated to advancing the geosciences through research, education, and the dissemination of scientific knowledge.
- 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_69d6ab2945d081908a5851c916cbcfb5 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8be1a22448190bd0722188c14d7bd |
completed | April 10, 2026, 9:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f281cac9a48190b4b0f4c53b41110f |
completed | April 29, 2026, 10:10 p.m. |
| NEDg | Description generation | batch_69f28a9378348190866e38259cc9467e |
completed | April 29, 2026, 10:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f28c5f7638819098aa93aa1610ca0a |
completed | April 29, 2026, 10:55 p.m. |
Created at: April 8, 2026, 9:43 p.m.