Triple
T445262
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert O. Keohane |
E7002
|
entity |
| Predicate | almaMater |
P5
|
FINISHED |
| Object |
Shimer College
Shimer College is a small, Great Books–focused liberal arts college known for its discussion-based curriculum and emphasis on classic texts in the humanities.
|
E98828
|
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: Shimer College | Statement: [Robert O. Keohane, almaMater, Shimer College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shimer College Context triple: [Robert O. Keohane, almaMater, Shimer College]
-
A.
Whittier College
Whittier College is a private liberal arts college in Whittier, California, known in part for being the undergraduate institution of former U.S. President Richard Nixon.
-
B.
Knox College
Knox College is a historic theological college and residence affiliated with the University of Toronto, located on its St. George campus.
-
C.
Saybrook College
Saybrook College is one of Yale University's historic residential colleges, known for its Collegiate Gothic architecture and central location on campus.
-
D.
Antioch College
Antioch College is a small, historically progressive liberal arts college in Yellow Springs, Ohio, known for its emphasis on social justice, experiential learning, and cooperative education.
-
E.
Davenport College
Davenport College is one of Yale University's residential colleges, providing housing, dining, and community life for its undergraduate students.
- 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: Shimer College Triple: [Robert O. Keohane, almaMater, Shimer College]
Generated description
Shimer College is a small, Great Books–focused liberal arts college known for its discussion-based curriculum and emphasis on classic texts in the humanities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shimer College Target entity description: Shimer College is a small, Great Books–focused liberal arts college known for its discussion-based curriculum and emphasis on classic texts in the humanities.
-
A.
Whittier College
Whittier College is a private liberal arts college in Whittier, California, known in part for being the undergraduate institution of former U.S. President Richard Nixon.
-
B.
Knox College
Knox College is a historic theological college and residence affiliated with the University of Toronto, located on its St. George campus.
-
C.
Saybrook College
Saybrook College is one of Yale University's historic residential colleges, known for its Collegiate Gothic architecture and central location on campus.
-
D.
Antioch College
Antioch College is a small, historically progressive liberal arts college in Yellow Springs, Ohio, known for its emphasis on social justice, experiential learning, and cooperative education.
-
E.
Davenport College
Davenport College is one of Yale University's residential colleges, providing housing, dining, and community life for its undergraduate students.
- 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_69a2e7e4676c81909ea0dbdecac0687c |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ef479ec08190a659eead6eb0d4d0 |
completed | Feb. 28, 2026, 1:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a79277143c819091019a9ca625039f |
completed | March 4, 2026, 2:01 a.m. |
| NEDg | Description generation | batch_69a7931d1bac8190b9b300f3d7f94131 |
completed | March 4, 2026, 2:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a793860a688190a537418beb72141c |
completed | March 4, 2026, 2:05 a.m. |
Created at: Feb. 28, 2026, 1:12 p.m.