Triple
T2000350
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Birzeit University |
E43454
|
entity |
| Predicate | motto |
P42
|
FINISHED |
| Object |
Education for All
Education for All is an inclusive educational principle emphasizing universal access to learning opportunities regardless of background or circumstance.
|
E223810
|
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: Education for All | Statement: [Birzeit University, motto, Education for All]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Education for All Context triple: [Birzeit University, motto, Education for All]
-
A.
“Education for a Changing World”
“Education for a Changing World” is the guiding motto of Teachers College, Columbia University, reflecting its mission to prepare educators and leaders to address evolving global educational challenges.
-
B.
Of Education
"Of Education" is a 1644 prose tract by John Milton that outlines his humanist vision for a comprehensive, morally grounded educational system.
-
C.
SoS for Education
SoS for Education is the abbreviated title commonly used for the UK government minister responsible for overseeing the education system and related policy.
-
D.
Let Girls Learn
Let Girls Learn is a global initiative focused on expanding access to education for adolescent girls, particularly in underserved and conflict-affected regions.
-
E.
Center for Educational Equity
The Center for Educational Equity is a research and policy institute at Teachers College, Columbia University focused on advancing fair and inclusive educational opportunities through scholarship, advocacy, and collaboration with schools and communities.
- 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: Education for All Triple: [Birzeit University, motto, Education for All]
Generated description
Education for All is an inclusive educational principle emphasizing universal access to learning opportunities regardless of background or circumstance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Education for All Target entity description: Education for All is an inclusive educational principle emphasizing universal access to learning opportunities regardless of background or circumstance.
-
A.
“Education for a Changing World”
“Education for a Changing World” is the guiding motto of Teachers College, Columbia University, reflecting its mission to prepare educators and leaders to address evolving global educational challenges.
-
B.
Of Education
"Of Education" is a 1644 prose tract by John Milton that outlines his humanist vision for a comprehensive, morally grounded educational system.
-
C.
SoS for Education
SoS for Education is the abbreviated title commonly used for the UK government minister responsible for overseeing the education system and related policy.
-
D.
Let Girls Learn
Let Girls Learn is a global initiative focused on expanding access to education for adolescent girls, particularly in underserved and conflict-affected regions.
-
E.
Center for Educational Equity
The Center for Educational Equity is a research and policy institute at Teachers College, Columbia University focused on advancing fair and inclusive educational opportunities through scholarship, advocacy, and collaboration with schools and communities.
- 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_69a88715dbbc8190b2299e29e955d997 |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb87f78f0819098e787a5f3e062fd |
completed | March 7, 2026, 5:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae034122ec819096a72685b34c84b9 |
completed | March 8, 2026, 11:16 p.m. |
| NEDg | Description generation | batch_69ae03b5e294819093b20fdc95f653db |
completed | March 8, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0475dd448190939620c5400eea16 |
completed | March 8, 2026, 11:21 p.m. |
Created at: March 4, 2026, 7:37 p.m.