Triple
T8115979
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Love etc. |
E189474
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Brian Higgins
Brian Higgins is a British songwriter and producer best known as the founder of the pop production team Xenomania, which has crafted numerous hits for artists like Girls Aloud and Sugababes.
|
E712991
|
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: Brian Higgins | Statement: [Love etc., writer, Brian Higgins]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brian Higgins Context triple: [Love etc., writer, Brian Higgins]
-
A.
Keir O’Donnell
Keir O’Donnell is an Australian-born American actor known for his character roles in films such as "Wedding Crashers" and various television series.
-
B.
Redmond Barry
Redmond Barry was a prominent 19th-century Irish-born Australian judge and public figure known for his significant contributions to Victoria’s legal and cultural institutions.
-
C.
Jimmy Lyons
Jimmy Lyons was an American jazz disc jockey and concert promoter best known for creating and shaping the influential Monterey Jazz Festival.
-
D.
Patrick Fagan
Patrick Fagan is a British behavioral scientist and consultant known for applying psychological insights to marketing, political campaigning, and public communication.
-
E.
Brian Moynahan
Brian Moynahan is a British journalist, historian, and author known for his works on Russian and European history.
- 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: Brian Higgins Triple: [Love etc., writer, Brian Higgins]
Generated description
Brian Higgins is a British songwriter and producer best known as the founder of the pop production team Xenomania, which has crafted numerous hits for artists like Girls Aloud and Sugababes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brian Higgins Target entity description: Brian Higgins is a British songwriter and producer best known as the founder of the pop production team Xenomania, which has crafted numerous hits for artists like Girls Aloud and Sugababes.
-
A.
Keir O’Donnell
Keir O’Donnell is an Australian-born American actor known for his character roles in films such as "Wedding Crashers" and various television series.
-
B.
Redmond Barry
Redmond Barry was a prominent 19th-century Irish-born Australian judge and public figure known for his significant contributions to Victoria’s legal and cultural institutions.
-
C.
Jimmy Lyons
Jimmy Lyons was an American jazz disc jockey and concert promoter best known for creating and shaping the influential Monterey Jazz Festival.
-
D.
Patrick Fagan
Patrick Fagan is a British behavioral scientist and consultant known for applying psychological insights to marketing, political campaigning, and public communication.
-
E.
Brian Moynahan
Brian Moynahan is a British journalist, historian, and author known for his works on Russian and European history.
- 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_69ca82baad008190ab2859712b9b1607 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb43320bf881909f97a235451bb3a4 |
completed | March 31, 2026, 3:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc944439488190b95788e3a77ee732 |
completed | April 1, 2026, 3:43 a.m. |
| NEDg | Description generation | batch_69cc95bfb2b08190ae4bbf8fdde3165d |
completed | April 1, 2026, 3:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc977c9bf4819081c4df682e4cdf1e |
completed | April 1, 2026, 3:56 a.m. |
Created at: March 30, 2026, 5:33 p.m.