Triple
T11954849
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ed Balls |
E284523
|
entity |
| Predicate | father |
P120
|
FINISHED |
| Object |
Michael Balls
Michael Balls is a British scientist and academic known for his work in animal welfare and alternatives to animal testing, as well as being the father of politician Ed Balls.
|
E956027
|
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: Michael Balls | Statement: [Ed Balls, father, Michael Balls]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Balls Context triple: [Ed Balls, father, Michael Balls]
-
A.
Neil McEvoy
Neil McEvoy is a Canadian football executive best known for serving in senior football operations and personnel roles, including general manager, with the BC Lions of the Canadian Football League.
-
B.
William Callaghan
William Callaghan is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the Callaghan surname.
-
C.
Seán Balfe
Seán Balfe is an individual notable enough to be recognized as a bearer of the surname Balfe, though specific widely known biographical details about him are not clearly established.
-
D.
Niall Leonard
Niall Leonard is a British screenwriter and author known for his work on television dramas and for writing the screenplay adaptation of the erotic romance film "Fifty Shades Darker."
-
E.
Daniel O'Donnell
Daniel O'Donnell is an Irish singer and entertainer known for his easy-listening country and Irish folk music, as well as his devoted fan base and long-running chart success in the UK and Ireland.
- 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: Michael Balls Triple: [Ed Balls, father, Michael Balls]
Generated description
Michael Balls is a British scientist and academic known for his work in animal welfare and alternatives to animal testing, as well as being the father of politician Ed Balls.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael Balls Target entity description: Michael Balls is a British scientist and academic known for his work in animal welfare and alternatives to animal testing, as well as being the father of politician Ed Balls.
-
A.
Neil McEvoy
Neil McEvoy is a Canadian football executive best known for serving in senior football operations and personnel roles, including general manager, with the BC Lions of the Canadian Football League.
-
B.
William Callaghan
William Callaghan is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the Callaghan surname.
-
C.
Seán Balfe
Seán Balfe is an individual notable enough to be recognized as a bearer of the surname Balfe, though specific widely known biographical details about him are not clearly established.
-
D.
Niall Leonard
Niall Leonard is a British screenwriter and author known for his work on television dramas and for writing the screenplay adaptation of the erotic romance film "Fifty Shades Darker."
-
E.
Daniel O'Donnell
Daniel O'Donnell is an Irish singer and entertainer known for his easy-listening country and Irish folk music, as well as his devoted fan base and long-running chart success in the UK and Ireland.
- 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_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_69f459175f808190974ac70431f35c74 |
completed | May 1, 2026, 7:41 a.m. |
| NEDg | Description generation | batch_69f4645a7038819089d7533715f8a430 |
completed | May 1, 2026, 8:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f4664ff9608190b23e29b3e5c1c326 |
completed | May 1, 2026, 8:37 a.m. |
Created at: April 8, 2026, 9:45 p.m.