Triple
T2524816
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mary Warnock |
E56008
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
Warnock Report on special education
The Warnock Report on special education is a landmark 1978 UK policy document that reshaped provision for children with special educational needs by promoting inclusive education and replacing rigid categories of disability with a needs-based approach.
|
E273883
|
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: Warnock Report on special education | Statement: [Mary Warnock, knownFor, Warnock Report on special education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Warnock Report on special education Context triple: [Mary Warnock, knownFor, Warnock Report on special education]
-
A.
Education for All Handicapped Children Act Amendments of 1979
The Education for All Handicapped Children Act Amendments of 1979 were federal legislative changes that refined and expanded the United States’ special education law to improve services and protections for children with disabilities.
-
B.
Individuals with Disabilities Education Act Part C
Individuals with Disabilities Education Act Part C is the section of U.S. federal law that governs early intervention services for infants and toddlers with disabilities and their families.
-
C.
Individuals with Disabilities Education Act Part B
Individuals with Disabilities Education Act Part B is the section of U.S. federal special education law that governs how states and public schools must provide free appropriate public education and related services to children with disabilities ages 3–21.
-
D.
Patten Report
The Patten Report is a landmark 1999 document that recommended sweeping reforms to policing in Northern Ireland, leading to the creation of the Police Service of Northern Ireland (PSNI) and reshaping the role and structure of the former Royal Ulster Constabulary.
-
E.
Individuals with Disabilities Education Act (IDEA) grants
Individuals with Disabilities Education Act (IDEA) grants are federal funds provided to support special education and related services for eligible children with disabilities in schools across the United States.
- 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: Warnock Report on special education Triple: [Mary Warnock, knownFor, Warnock Report on special education]
Generated description
The Warnock Report on special education is a landmark 1978 UK policy document that reshaped provision for children with special educational needs by promoting inclusive education and replacing rigid categories of disability with a needs-based approach.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Warnock Report on special education Target entity description: The Warnock Report on special education is a landmark 1978 UK policy document that reshaped provision for children with special educational needs by promoting inclusive education and replacing rigid categories of disability with a needs-based approach.
-
A.
Education for All Handicapped Children Act Amendments of 1979
The Education for All Handicapped Children Act Amendments of 1979 were federal legislative changes that refined and expanded the United States’ special education law to improve services and protections for children with disabilities.
-
B.
Individuals with Disabilities Education Act Part C
Individuals with Disabilities Education Act Part C is the section of U.S. federal law that governs early intervention services for infants and toddlers with disabilities and their families.
-
C.
Individuals with Disabilities Education Act Part B
Individuals with Disabilities Education Act Part B is the section of U.S. federal special education law that governs how states and public schools must provide free appropriate public education and related services to children with disabilities ages 3–21.
-
D.
Patten Report
The Patten Report is a landmark 1999 document that recommended sweeping reforms to policing in Northern Ireland, leading to the creation of the Police Service of Northern Ireland (PSNI) and reshaping the role and structure of the former Royal Ulster Constabulary.
-
E.
Individuals with Disabilities Education Act (IDEA) grants
Individuals with Disabilities Education Act (IDEA) grants are federal funds provided to support special education and related services for eligible children with disabilities in schools across the United States.
- 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_69ab4a48e4f081908f1218d244608659 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd252f1c88190ac93604542f80f49 |
completed | March 7, 2026, 7:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af2bacd4108190980b32c9fa302a72 |
completed | March 9, 2026, 8:21 p.m. |
| NEDg | Description generation | batch_69af4413795481908f420ee7832c7b65 |
completed | March 9, 2026, 10:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af4479ef6481908b0a74b5e989b6d0 |
completed | March 9, 2026, 10:06 p.m. |
Created at: March 6, 2026, 9:46 p.m.