Triple
T12936939
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Anthroposophy |
E309534
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Waldorf education
Waldorf education is a holistic, arts-rich educational philosophy and school movement that emphasizes imaginative learning, child development stages, and the integration of academic, practical, and artistic activities.
|
E1010774
|
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: Waldorf education | Statement: [Anthroposophy, associatedWith, Waldorf education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waldorf education Context triple: [Anthroposophy, associatedWith, Waldorf education]
-
A.
Montessori education
Montessori education is a child-centered educational approach that emphasizes self-directed activity, hands-on learning, and collaborative play in carefully prepared environments.
-
B.
Waldorf
Waldorf is a large unincorporated community and major suburban commercial and residential hub in Charles County, Maryland, within the greater Washington, D.C. metropolitan area.
-
C.
Waldorf
Waldorf is one of the two elderly, wisecracking Muppets who heckle performances from a theater balcony alongside his companion Statler.
-
D.
Freedom Schools
Freedom Schools were alternative, grassroots educational programs established during the U.S. civil rights movement to empower African American students with academic skills, political awareness, and tools for social change.
-
E.
Rockwell School
Rockwell School is a public elementary school serving young students in the town of Bethel, Connecticut.
- 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: Waldorf education Triple: [Anthroposophy, associatedWith, Waldorf education]
Generated description
Waldorf education is a holistic, arts-rich educational philosophy and school movement that emphasizes imaginative learning, child development stages, and the integration of academic, practical, and artistic activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Waldorf education Target entity description: Waldorf education is a holistic, arts-rich educational philosophy and school movement that emphasizes imaginative learning, child development stages, and the integration of academic, practical, and artistic activities.
-
A.
Montessori education
Montessori education is a child-centered educational approach that emphasizes self-directed activity, hands-on learning, and collaborative play in carefully prepared environments.
-
B.
Waldorf
Waldorf is a large unincorporated community and major suburban commercial and residential hub in Charles County, Maryland, within the greater Washington, D.C. metropolitan area.
-
C.
Waldorf
Waldorf is one of the two elderly, wisecracking Muppets who heckle performances from a theater balcony alongside his companion Statler.
-
D.
Freedom Schools
Freedom Schools were alternative, grassroots educational programs established during the U.S. civil rights movement to empower African American students with academic skills, political awareness, and tools for social change.
-
E.
Rockwell School
Rockwell School is a public elementary school serving young students in the town of Bethel, Connecticut.
- 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_69d7bdfa933c8190b5a27aa4a08a19b7 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d97dc76d688190bd58a23351373666 |
completed | April 10, 2026, 10:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6af6ef89881908ec3138b9f4a8b1a |
completed | May 3, 2026, 2:14 a.m. |
| NEDg | Description generation | batch_69f6b0660b188190a67bfff73b882d92 |
completed | May 3, 2026, 2:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6b1ae645c8190a7c3e5f926c6a487 |
completed | May 3, 2026, 2:23 a.m. |
Created at: April 9, 2026, 5:43 p.m.