Triple
T11954811
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ed Balls |
E284523
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object | Edward Michael Balls |
E284523
|
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: Edward Michael Balls | Statement: [Ed Balls, birthName, Edward Michael Balls]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Edward Michael Balls Context triple: [Ed Balls, birthName, Edward Michael Balls]
-
A.
Ed Balls
chosen
Ed Balls is a British Labour Party politician and economist who served as a senior cabinet minister and Shadow Chancellor of the Exchequer.
-
B.
Vince Cable
Vince Cable is a British Liberal Democrat politician and economist who served as the UK's Business Secretary and later as leader of the Liberal Democrats.
-
C.
David Miliband
David Miliband is a British Labour politician and former Foreign Secretary who later became president and CEO of the International Rescue Committee.
-
D.
Ian Blackford
Ian Blackford is a Scottish National Party politician who served as the party’s Westminster leader and represents the Ross, Skye and Lochaber constituency in the UK Parliament.
-
E.
Kevin Bartlett
Kevin Bartlett is a legendary Australian rules footballer and coach best known for his prolific goal-kicking and long career with the Richmond Football Club in the VFL/AFL.
- 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_69d6ab2db38c8190b1f0ed6663ef8ada |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d90366fda8819083168c93abad27d4 |
completed | April 10, 2026, 2:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f471c931a88190a9d29262c62b9472 |
completed | May 1, 2026, 9:26 a.m. |
Created at: April 8, 2026, 9:45 p.m.