Triple

T1507921
Position Surface form Disambiguated ID Type / Status
Subject Five College Consortium E33943 entity
Predicate hasProgram P178 FINISHED
Object Five College Certificate in Middle Eastern Studies
The Five College Certificate in Middle Eastern Studies is an interdisciplinary undergraduate program offered collaboratively by the Five College Consortium that focuses on the history, politics, cultures, and languages of the Middle East.
E127073 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: Five College Certificate in Middle Eastern Studies | Statement: [Five College Consortium, hasProgram, Five College Certificate in Middle Eastern Studies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Five College Certificate in Middle Eastern Studies
Context triple: [Five College Consortium, hasProgram, Five College Certificate in Middle Eastern Studies]
  • A. Middle Eastern studies
    Middle Eastern studies is an interdisciplinary academic field that examines the history, cultures, politics, languages, and societies of the Middle East and its surrounding regions.
  • B. Centre for Arab and Islamic Studies
    The Centre for Arab and Islamic Studies is a leading academic and research institute at the Australian National University focused on the politics, societies, and cultures of the Arab and Islamic worlds.
  • C. Department of the Middle East
    The Department of the Middle East is a curatorial division of the British Museum responsible for researching, preserving, and displaying artifacts from ancient and modern Middle Eastern civilizations.
  • D. Ahlia University
    Ahlia University is a private university in Manama, Bahrain, offering a range of undergraduate and postgraduate programs across disciplines such as business, engineering, and information technology.
  • E. American University in Cairo
    The American University in Cairo is a leading English-language, U.S.-accredited liberal arts university in Egypt known for its strong programs in the humanities, social sciences, and professional studies.
  • 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: Five College Certificate in Middle Eastern Studies
Triple: [Five College Consortium, hasProgram, Five College Certificate in Middle Eastern Studies]
Generated description
The Five College Certificate in Middle Eastern Studies is an interdisciplinary undergraduate program offered collaboratively by the Five College Consortium that focuses on the history, politics, cultures, and languages of the Middle East.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Five College Certificate in Middle Eastern Studies
Target entity description: The Five College Certificate in Middle Eastern Studies is an interdisciplinary undergraduate program offered collaboratively by the Five College Consortium that focuses on the history, politics, cultures, and languages of the Middle East.
  • A. Middle Eastern studies chosen
    Middle Eastern studies is an interdisciplinary academic field that examines the history, cultures, politics, languages, and societies of the Middle East and its surrounding regions.
  • B. Centre for Arab and Islamic Studies
    The Centre for Arab and Islamic Studies is a leading academic and research institute at the Australian National University focused on the politics, societies, and cultures of the Arab and Islamic worlds.
  • C. Department of the Middle East
    The Department of the Middle East is a curatorial division of the British Museum responsible for researching, preserving, and displaying artifacts from ancient and modern Middle Eastern civilizations.
  • D. Ahlia University
    Ahlia University is a private university in Manama, Bahrain, offering a range of undergraduate and postgraduate programs across disciplines such as business, engineering, and information technology.
  • E. American University in Cairo
    The American University in Cairo is a leading English-language, U.S.-accredited liberal arts university in Egypt known for its strong programs in the humanities, social sciences, and professional studies.
  • F. None of above.

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_69a885f352a4819099b24ff15489dede completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a8891c80a88190a813aab099abe2b0 completed March 4, 2026, 7:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad23397c048190b1d2097874ed1792 completed March 8, 2026, 7:20 a.m.
NEDg Description generation batch_69ad23ac782481909575f00ce3d7b382 completed March 8, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69ad24411d0081909ab2fab326eecd6d completed March 8, 2026, 7:24 a.m.
Created at: March 4, 2026, 7:24 p.m.