Triple

T9948489
Position Surface form Disambiguated ID Type / Status
Subject AUC E195265 entity
Predicate hasAffiliation P467 FINISHED
Object Middle East Studies Association
The Middle East Studies Association is a scholarly organization that promotes the study and understanding of the Middle East and North Africa through research, teaching, and public engagement.
 E831472 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: Middle East Studies Association | Statement: [AUC, hasAffiliation, Middle East Studies Association]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Middle East Studies Association
Context triple: [AUC, hasAffiliation, Middle East Studies Association]
  • 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. Washington Institute for Near East Policy
    The Washington Institute for Near East Policy is a U.S.-based think tank specializing in research and analysis of Middle Eastern affairs and U.S. policy in the region.
  • C. 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.
  • D. Institute of Jerusalem Studies
    The Institute of Jerusalem Studies is an academic research center focused on the history, politics, and culture of Jerusalem, operating under Al-Quds University.
  • E. American Council of Learned Societies
    The American Council of Learned Societies is a nonprofit federation of scholarly organizations in the humanities and related social sciences that supports research, fellowships, and academic initiatives.
  • 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: Middle East Studies Association
Triple: [AUC, hasAffiliation, Middle East Studies Association]
Generated description
The Middle East Studies Association is a scholarly organization that promotes the study and understanding of the Middle East and North Africa through research, teaching, and public engagement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Middle East Studies Association
Target entity description: The Middle East Studies Association is a scholarly organization that promotes the study and understanding of the Middle East and North Africa through research, teaching, and public engagement.
  • 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. Washington Institute for Near East Policy
    The Washington Institute for Near East Policy is a U.S.-based think tank specializing in research and analysis of Middle Eastern affairs and U.S. policy in the region.
  • C. 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.
  • D. Institute of Jerusalem Studies
    The Institute of Jerusalem Studies is an academic research center focused on the history, politics, and culture of Jerusalem, operating under Al-Quds University.
  • E. American Council of Learned Societies
    The American Council of Learned Societies is a nonprofit federation of scholarly organizations in the humanities and related social sciences that supports research, fellowships, and academic initiatives.
  • 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_69ca82e96a108190932bd1fc4acd73a0 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb659307c81908279adb641ceef86 completed April 2, 2026, 12:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2292b50a881909ff868487639fbfd completed April 5, 2026, 9:19 a.m.
NEDg Description generation batch_69d22a2831348190909b9507edfe49f3 completed April 5, 2026, 9:23 a.m.
NED2 Entity disambiguation (via description) batch_69d22af8914c8190a8116a37a42b633c completed April 5, 2026, 9:27 a.m.
Created at: March 30, 2026, 8:45 p.m.