Triple

T1965322
Position Surface form Disambiguated ID Type / Status
Subject Palestinian Authority Minister of Higher Education and Research E42673 entity
Predicate worksWith P398 FINISHED
Object Palestinian universities
Palestinian universities are higher education institutions in the Palestinian territories that provide undergraduate and graduate education, conduct research, and play a central role in the cultural, social, and economic development of Palestinian society.
E221804 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: Palestinian universities | Statement: [Palestinian Authority Minister of Higher Education and Research, worksWith, Palestinian universities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Palestinian universities
Context triple: [Palestinian Authority Minister of Higher Education and Research, worksWith, Palestinian universities]
  • A. Palestine Polytechnic University
    Palestine Polytechnic University is a higher education institution in Hebron, Palestine, known for its focus on engineering, applied sciences, and technological research.
  • B. Al-Quds University
    Al-Quds University is a Palestinian higher education institution based in Jerusalem, known for its academic programs and role in Palestinian intellectual and civic life.
  • C. Palestinian Ministry of Higher Education and Scientific Research
    The Palestinian Ministry of Higher Education and Scientific Research is the governmental body responsible for overseeing universities, colleges, and scientific research policy in the Palestinian territories.
  • D. Islamic University of Gaza
    The Islamic University of Gaza is a major Palestinian higher education institution in Gaza, known for its wide range of academic programs and its central role in the region’s educational and social life.
  • E. Birzeit University
    Birzeit University is a leading Palestinian institution of higher education and research located near Ramallah in the West Bank.
  • 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: Palestinian universities
Triple: [Palestinian Authority Minister of Higher Education and Research, worksWith, Palestinian universities]
Generated description
Palestinian universities are higher education institutions in the Palestinian territories that provide undergraduate and graduate education, conduct research, and play a central role in the cultural, social, and economic development of Palestinian society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Palestinian universities
Target entity description: Palestinian universities are higher education institutions in the Palestinian territories that provide undergraduate and graduate education, conduct research, and play a central role in the cultural, social, and economic development of Palestinian society.
  • A. Palestine Polytechnic University
    Palestine Polytechnic University is a higher education institution in Hebron, Palestine, known for its focus on engineering, applied sciences, and technological research.
  • B. Al-Quds University
    Al-Quds University is a Palestinian higher education institution based in Jerusalem, known for its academic programs and role in Palestinian intellectual and civic life.
  • C. Palestinian Ministry of Higher Education and Scientific Research
    The Palestinian Ministry of Higher Education and Scientific Research is the governmental body responsible for overseeing universities, colleges, and scientific research policy in the Palestinian territories.
  • D. Islamic University of Gaza
    The Islamic University of Gaza is a major Palestinian higher education institution in Gaza, known for its wide range of academic programs and its central role in the region’s educational and social life.
  • E. Birzeit University
    Birzeit University is a leading Palestinian institution of higher education and research located near Ramallah in the West Bank.
  • 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_69a88711151c8190940b2572095059d7 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb3aeb20081908b0d447d9fcdbaad completed March 7, 2026, 5:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae03211fe48190b70814bdd35e8a6b completed March 8, 2026, 11:15 p.m.
NEDg Description generation batch_69ae039a7c948190b8b4b4c2045007d3 completed March 8, 2026, 11:17 p.m.
NED2 Entity disambiguation (via description) batch_69ae042728f48190850848116a371794 completed March 8, 2026, 11:20 p.m.
Created at: March 4, 2026, 7:36 p.m.