Triple
T17296239
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yale College |
E419917
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
Directed Studies
Directed Studies is an intensive, interdisciplinary humanities program at Yale College that offers first-year students a structured curriculum in philosophy, literature, and historical and political thought through small, discussion-based seminars.
|
E1261728
|
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: Directed Studies | Statement: [Yale College, hasProgram, Directed Studies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Directed Studies Context triple: [Yale College, hasProgram, Directed Studies]
-
A.
Études
Études are a set of highly influential solo piano studies by Frédéric Chopin that combine technical exercises with profound musical expression.
-
B.
Study of Perspective
Study of Perspective is a provocative photographic series by Ai Weiwei in which he extends his middle finger toward famous global landmarks to challenge authority and political power.
-
C.
The Study
The Study is a private all-girls school in Westmount, Quebec, known for its rigorous academics and bilingual education.
-
D.
Student Inquiry and Research Program
The Student Inquiry and Research Program is a flagship IMSA initiative that immerses high school students in authentic, mentor-guided research and inquiry-based projects across STEM and related fields.
-
E.
Backlog Studies
Backlog Studies is a collection of humorous and reflective essays by American writer Charles Dudley Warner, known for its charming depictions of domestic life and nature.
- 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: Directed Studies Triple: [Yale College, hasProgram, Directed Studies]
Generated description
Directed Studies is an intensive, interdisciplinary humanities program at Yale College that offers first-year students a structured curriculum in philosophy, literature, and historical and political thought through small, discussion-based seminars.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Directed Studies Target entity description: Directed Studies is an intensive, interdisciplinary humanities program at Yale College that offers first-year students a structured curriculum in philosophy, literature, and historical and political thought through small, discussion-based seminars.
-
A.
Études
Études are a set of highly influential solo piano studies by Frédéric Chopin that combine technical exercises with profound musical expression.
-
B.
Study of Perspective
Study of Perspective is a provocative photographic series by Ai Weiwei in which he extends his middle finger toward famous global landmarks to challenge authority and political power.
-
C.
The Study
The Study is a private all-girls school in Westmount, Quebec, known for its rigorous academics and bilingual education.
-
D.
Student Inquiry and Research Program
The Student Inquiry and Research Program is a flagship IMSA initiative that immerses high school students in authentic, mentor-guided research and inquiry-based projects across STEM and related fields.
-
E.
Backlog Studies
Backlog Studies is a collection of humorous and reflective essays by American writer Charles Dudley Warner, known for its charming depictions of domestic life and nature.
- 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_69d886db32608190a61e18862c5a8af6 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e437881d688190a633beacba6bc0ae |
completed | April 19, 2026, 2:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0180d881ec81908e794143d355effe |
completed | May 11, 2026, 7:10 a.m. |
| NEDg | Description generation | batch_6a0185288b0c8190aa2122b40f2f5722 |
completed | May 11, 2026, 7:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0185bd6e0c8190be703e260c499b5e |
completed | May 11, 2026, 7:31 a.m. |
Created at: April 10, 2026, 5:40 a.m.