Triple
T2434395
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2010 Labour Party leadership election |
E52920
|
entity |
| Predicate | candidate |
P1223
|
FINISHED |
| Object |
Ed Balls
Ed Balls is a British Labour Party politician and economist who served as a senior cabinet minister and Shadow Chancellor of the Exchequer.
|
E284523
|
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: Ed Balls | Statement: [2010 Labour Party leadership election, candidate, Ed Balls]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ed Balls Context triple: [2010 Labour Party leadership election, candidate, Ed Balls]
-
A.
Alistair Darling
Alistair Darling was a British Labour politician who served as Chancellor of the Exchequer from 2007 to 2010 under Prime Minister Gordon Brown.
-
B.
Lord Mandelson
Lord Mandelson is a British Labour politician and life peer who served in several senior government roles, including Business Secretary, and was a key architect of the New Labour project under Tony Blair and Gordon Brown.
-
C.
David Lidington
David Lidington is a British Conservative politician who served as a senior cabinet minister, including as de facto Deputy Prime Minister under Theresa May.
-
D.
David Miliband
David Miliband is a British Labour politician and former Foreign Secretary who later became president and CEO of the International Rescue Committee.
-
E.
John Reid
John Reid is a common name shared by several notable individuals, including politicians, athletes, and artists across English-speaking countries.
- 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: Ed Balls Triple: [2010 Labour Party leadership election, candidate, Ed Balls]
Generated description
Ed Balls is a British Labour Party politician and economist who served as a senior cabinet minister and Shadow Chancellor of the Exchequer.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ed Balls Target entity description: Ed Balls is a British Labour Party politician and economist who served as a senior cabinet minister and Shadow Chancellor of the Exchequer.
-
A.
Alistair Darling
Alistair Darling was a British Labour politician who served as Chancellor of the Exchequer from 2007 to 2010 under Prime Minister Gordon Brown.
-
B.
Lord Mandelson
Lord Mandelson is a British Labour politician and life peer who served in several senior government roles, including Business Secretary, and was a key architect of the New Labour project under Tony Blair and Gordon Brown.
-
C.
David Lidington
David Lidington is a British Conservative politician who served as a senior cabinet minister, including as de facto Deputy Prime Minister under Theresa May.
-
D.
David Miliband
David Miliband is a British Labour politician and former Foreign Secretary who later became president and CEO of the International Rescue Committee.
-
E.
John Reid
John Reid is a common name shared by several notable individuals, including politicians, athletes, and artists across English-speaking countries.
- 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_69ab4959bcc0819083246f9fb10439e3 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abc9cbfcb081909238e3942e59ba37 |
completed | March 7, 2026, 6:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af9060a6b88190b80e5fb0970957e1 |
completed | March 10, 2026, 3:30 a.m. |
| NEDg | Description generation | batch_69af91c6de008190ad8fb3a3c06472cb |
completed | March 10, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af92500920819082c651f75a06dd72 |
completed | March 10, 2026, 3:38 a.m. |
Created at: March 6, 2026, 9:43 p.m.