Triple
T8236573
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chris Grayling |
E192422
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Grayling reforms to legal aid in England and Wales |
E186254
|
NE FINISHED |
How this triple was built (2 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: Grayling reforms to legal aid in England and Wales | Statement: [Chris Grayling, notableWork, Grayling reforms to legal aid in England and Wales]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grayling reforms to legal aid in England and Wales Context triple: [Chris Grayling, notableWork, Grayling reforms to legal aid in England and Wales]
-
A.
Woolf Reforms of civil procedure
The Woolf Reforms of civil procedure were a landmark overhaul of the English civil justice system in the late 1990s, introducing case management, pre-action protocols, and the Civil Procedure Rules to make litigation more efficient, accessible, and proportionate.
-
B.
Legal Services Act 2007
The Legal Services Act 2007 is a major UK statute that reformed the regulation of legal services, introducing new oversight bodies and frameworks to promote competition, consumer protection, and independent regulation of lawyers.
-
C.
Legal Aid, Sentencing and Punishment of Offenders Act 2012
chosen
The Legal Aid, Sentencing and Punishment of Offenders Act 2012 is a major UK statute that overhauled the legal aid system, reformed sentencing, and introduced a range of criminal justice and civil justice changes.
-
D.
Courts Reform (Scotland) Act 2014
The Courts Reform (Scotland) Act 2014 is a major piece of Scottish legislation that overhauled the civil and criminal court structure, including the sheriff courts, to modernise and streamline the justice system.
-
E.
The Children Act
The Children Act is a 2017 British drama film, based on Ian McEwan’s novel, about a High Court judge facing a moral and legal dilemma over a teenage boy refusing a life-saving blood transfusion on religious grounds.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca82dc8f148190a2c75a98501a7b91 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb782a5e18819096235679f5a644a8 |
completed | March 31, 2026, 7:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd34fb069c8190965d69fae908482e |
completed | April 1, 2026, 3:08 p.m. |
Created at: March 30, 2026, 5:47 p.m.