Triple

T4654650
Position Surface form Disambiguated ID Type / Status
Subject UNESCO/CEPES E102379 entity
Predicate acronym P43 FINISHED
Object CEPES
CEPES is a regional center of UNESCO focused on higher education in Europe, promoting policy development, research, and international cooperation in the sector.
 E457330 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: CEPES | Statement: [UNESCO/CEPES, acronym, CEPES]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CEPES
Context triple: [UNESCO/CEPES, acronym, CEPES]
  • A. CEPE
    CEPE is the commonly used abbreviation for the Community of Protestant Churches in Europe, a fellowship of Protestant churches across the continent.
  • B. CESE
    CESE is France’s Economic, Social and Environmental Council, a constitutional advisory body that represents civil society and provides expert opinions on public policy.
  • C. CEP
    CEP is the commonly used abbreviation for Certificates of Suitability, which attest that a pharmaceutical substance complies with European Pharmacopoeia standards.
  • D. CEP
    CEP is an international body established under the Antarctic Treaty System that advises on and oversees environmental protection and conservation in Antarctica.
  • E. CEP
    CEP is the acronym for the Episcopal Conference of Peru, the assembly of Catholic bishops that coordinates and represents the Church’s activities and positions within the country.
  • 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: CEPES
Triple: [UNESCO/CEPES, acronym, CEPES]
Generated description
CEPES is a regional center of UNESCO focused on higher education in Europe, promoting policy development, research, and international cooperation in the sector.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CEPES
Target entity description: CEPES is a regional center of UNESCO focused on higher education in Europe, promoting policy development, research, and international cooperation in the sector.
  • A. CEPE
    CEPE is the commonly used abbreviation for the Community of Protestant Churches in Europe, a fellowship of Protestant churches across the continent.
  • B. CESE
    CESE is France’s Economic, Social and Environmental Council, a constitutional advisory body that represents civil society and provides expert opinions on public policy.
  • C. CEP
    CEP is the commonly used abbreviation for Certificates of Suitability, which attest that a pharmaceutical substance complies with European Pharmacopoeia standards.
  • D. CEP
    CEP is an international body established under the Antarctic Treaty System that advises on and oversees environmental protection and conservation in Antarctica.
  • E. CEP
    CEP is the acronym for the Episcopal Conference of Peru, the assembly of Catholic bishops that coordinates and represents the Church’s activities and positions within the country.
  • 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_69bd43d823288190952279faa0d1d066 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd6317ba70819089145766d3462e57 completed March 20, 2026, 3:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfaef125c819097d79f25608302dc completed March 21, 2026, 1:57 a.m.
NEDg Description generation batch_69bdfc0964c881909e6b98a1c8ea747f completed March 21, 2026, 2:01 a.m.
NED2 Entity disambiguation (via description) batch_69bdfce1be788190ae3418df301e5136 completed March 21, 2026, 2:05 a.m.
Created at: March 20, 2026, 1:14 p.m.