Triple

T17674239
Position Surface form Disambiguated ID Type / Status
Subject Bologna Process E440603 entity
Predicate keyConcept P531 FINISHED
Object Bachelor–Master–Doctorate structure
The Bachelor–Master–Doctorate structure is a three-cycle higher education degree framework that standardizes university qualifications across countries to enhance comparability, mobility, and academic progression.
 E1282042 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: Bachelor–Master–Doctorate structure | Statement: [Bologna Process, keyConcept, Bachelor–Master–Doctorate structure]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bachelor–Master–Doctorate structure
Context triple: [Bologna Process, keyConcept, Bachelor–Master–Doctorate structure]
  • A. Doctoral School
    The Doctoral School at the University of Alicante is an academic unit that coordinates and oversees the university’s PhD programs and research training for doctoral candidates.
  • B. Graduate School
    The Graduate School at Abilene Christian University oversees the university’s advanced degree programs, supporting graduate education, research, and professional development across multiple disciplines.
  • C. Graduate School
    The Graduate School at Fayetteville State University oversees and coordinates the institution’s advanced degree and postgraduate academic programs.
  • D. Graduate School
    The Graduate School at the University of New Orleans oversees and supports the university’s advanced degree programs, research initiatives, and graduate student services across diverse academic disciplines.
  • E. Graduate School
    The Graduate School at Valdosta State University oversees and supports the university’s advanced degree and postgraduate academic programs.
  • 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: Bachelor–Master–Doctorate structure
Triple: [Bologna Process, keyConcept, Bachelor–Master–Doctorate structure]
Generated description
The Bachelor–Master–Doctorate structure is a three-cycle higher education degree framework that standardizes university qualifications across countries to enhance comparability, mobility, and academic progression.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bachelor–Master–Doctorate structure
Target entity description: The Bachelor–Master–Doctorate structure is a three-cycle higher education degree framework that standardizes university qualifications across countries to enhance comparability, mobility, and academic progression.
  • A. Doctoral School
    The Doctoral School at the University of Alicante is an academic unit that coordinates and oversees the university’s PhD programs and research training for doctoral candidates.
  • B. Graduate School
    The Graduate School at Abilene Christian University oversees the university’s advanced degree programs, supporting graduate education, research, and professional development across multiple disciplines.
  • C. Graduate School
    The Graduate School at Fayetteville State University oversees and coordinates the institution’s advanced degree and postgraduate academic programs.
  • D. Graduate School
    The Graduate School at the University of New Orleans oversees and supports the university’s advanced degree programs, research initiatives, and graduate student services across diverse academic disciplines.
  • E. Graduate School
    The Graduate School at Valdosta State University oversees and supports the university’s advanced degree and postgraduate academic programs.
  • 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_69d8b9e87e18819087104a44dc4dc5b1 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e46f6ba22081909e2099490c047378 completed April 19, 2026, 6 a.m.
NED1 Entity disambiguation (via context triple) batch_6a022323e2c08190b8a86b865a14dbbe completed May 11, 2026, 6:42 p.m.
NEDg Description generation batch_6a0225016e98819080af0ec2aa50aeb4 completed May 11, 2026, 6:50 p.m.
NED2 Entity disambiguation (via description) batch_6a0225751f188190bed9a57a26491122 completed May 11, 2026, 6:52 p.m.
Created at: April 10, 2026, 10 a.m.