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.