Triple

T1884284
Position Surface form Disambiguated ID Type / Status
Subject Fordham University E39924 entity
Predicate hasAcademicDivision P50 FINISHED
Object Graduate School of Arts and Sciences
The Graduate School of Arts and Sciences is Fordham University's graduate division offering advanced degrees and research programs across a wide range of arts and science disciplines.
E209503 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: Graduate School of Arts and Sciences | Statement: [Fordham University, hasAcademicDivision, Graduate School of Arts and Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Graduate School of Arts and Sciences
Context triple: [Fordham University, hasAcademicDivision, Graduate School of Arts and Sciences]
  • A. Graduate School of Arts and Sciences
    The Graduate School of Arts and Sciences is Georgetown University's primary graduate division offering advanced degrees across a wide range of humanities, social sciences, and natural sciences disciplines.
  • B. Graduate School of Arts and Sciences
    The Graduate School of Arts and Sciences is Brandeis University's primary graduate division, offering advanced degrees across a wide range of disciplines in the arts, humanities, social sciences, and natural sciences.
  • C. Graduate School of Arts and Sciences
    The Graduate School of Arts and Sciences is Wake Forest University's central graduate division offering advanced degrees across a wide range of disciplines in the arts, humanities, social sciences, and natural sciences.
  • D. Graduate School of Arts and Sciences
    The Graduate School of Arts and Sciences at the University of Tokyo is a leading interdisciplinary graduate institution offering advanced research and education across the humanities, social sciences, and natural sciences.
  • E. Columbian College of Arts and Sciences
    Columbian College of Arts and Sciences is the principal liberal arts and sciences college of George Washington University, offering a wide range of undergraduate and graduate programs across the humanities, social sciences, and natural sciences.
  • 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: Graduate School of Arts and Sciences
Triple: [Fordham University, hasAcademicDivision, Graduate School of Arts and Sciences]
Generated description
The Graduate School of Arts and Sciences is Fordham University's graduate division offering advanced degrees and research programs across a wide range of arts and science disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Graduate School of Arts and Sciences
Target entity description: The Graduate School of Arts and Sciences is Fordham University's graduate division offering advanced degrees and research programs across a wide range of arts and science disciplines.
  • A. Graduate School of Arts and Sciences
    The Graduate School of Arts and Sciences at the University of Tokyo is a leading interdisciplinary graduate institution offering advanced research and education across the humanities, social sciences, and natural sciences.
  • B. Graduate School of Arts and Sciences
    The Graduate School of Arts and Sciences is Georgetown University's primary graduate division offering advanced degrees across a wide range of humanities, social sciences, and natural sciences disciplines.
  • C. Graduate School of Arts and Sciences
    The Graduate School of Arts and Sciences is Brandeis University's primary graduate division, offering advanced degrees across a wide range of disciplines in the arts, humanities, social sciences, and natural sciences.
  • D. Graduate School of Arts and Sciences
    The Graduate School of Arts and Sciences is Wake Forest University's central graduate division offering advanced degrees across a wide range of disciplines in the arts, humanities, social sciences, and natural sciences.
  • E. Columbian College of Arts and Sciences
    Columbian College of Arts and Sciences is the principal liberal arts and sciences college of George Washington University, offering a wide range of undergraduate and graduate programs across the humanities, social sciences, and natural sciences.
  • 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_69a88633e4fc8190b7eb40463e048ec5 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb11d3cd48190bbd3ef2cf62e0dff completed March 7, 2026, 5:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69addf61413081909c0e840590aaf631 completed March 8, 2026, 8:43 p.m.
NEDg Description generation batch_69addfcecdf48190a325eb5c8b10f238 completed March 8, 2026, 8:45 p.m.
NED2 Entity disambiguation (via description) batch_69ade0ba34ac8190ac94f7dbb5778f70 completed March 8, 2026, 8:48 p.m.
Created at: March 4, 2026, 7:34 p.m.