Triple
T10972767
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Billie Piper |
E259281
|
entity |
| Predicate | partner |
P1136
|
FINISHED |
| Object |
Johnny Lloyd
Johnny Lloyd is a British musician and former frontman of the indie rock band Tribes, known in recent years for his solo work and his relationship with actress and singer Billie Piper.
|
E902302
|
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: Johnny Lloyd | Statement: [Billie Piper, partner, Johnny Lloyd]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Johnny Lloyd Context triple: [Billie Piper, partner, Johnny Lloyd]
-
A.
James Lloyd
James Lloyd, better known by his stage name Lil' Cease, is an American rapper from Brooklyn associated with The Notorious B.I.G. and Junior M.A.F.I.A.
-
B.
Michael Lloyd
Michael Lloyd is an American record producer best known for his work on hit film soundtracks and numerous pop and rock recordings from the 1970s and 1980s.
-
C.
Lloyd Nolan
Lloyd Nolan was an American film and television actor known for his versatile character roles in dramas, crime films, and later in popular TV series.
-
D.
Jake Lloyd
Jake Lloyd is an American former child actor best known for portraying young Anakin Skywalker in Star Wars: Episode I – The Phantom Menace.
-
E.
Guy Stockwell
Guy Stockwell was an American film and television actor known for his prolific character roles from the 1950s through the 1980s.
- 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: Johnny Lloyd Triple: [Billie Piper, partner, Johnny Lloyd]
Generated description
Johnny Lloyd is a British musician and former frontman of the indie rock band Tribes, known in recent years for his solo work and his relationship with actress and singer Billie Piper.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Johnny Lloyd Target entity description: Johnny Lloyd is a British musician and former frontman of the indie rock band Tribes, known in recent years for his solo work and his relationship with actress and singer Billie Piper.
-
A.
James Lloyd
James Lloyd, better known by his stage name Lil' Cease, is an American rapper from Brooklyn associated with The Notorious B.I.G. and Junior M.A.F.I.A.
-
B.
Michael Lloyd
Michael Lloyd is an American record producer best known for his work on hit film soundtracks and numerous pop and rock recordings from the 1970s and 1980s.
-
C.
Lloyd Nolan
Lloyd Nolan was an American film and television actor known for his versatile character roles in dramas, crime films, and later in popular TV series.
-
D.
Jake Lloyd
Jake Lloyd is an American former child actor best known for portraying young Anakin Skywalker in Star Wars: Episode I – The Phantom Menace.
-
E.
Guy Stockwell
Guy Stockwell was an American film and television actor known for his prolific character roles from the 1950s through the 1980s.
- 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_69d6aa895f4c8190887a15460ef622f4 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d7719c16648190ab5a87abb1c61990 |
completed | April 9, 2026, 9:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3c80ada908190a244eccc2b48df60 |
completed | April 18, 2026, 6:06 p.m. |
| NEDg | Description generation | batch_69e3ca36528081908dd0db5063e90b3b |
completed | April 18, 2026, 6:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3cf08cf108190966b4abd0514a6ea |
completed | April 18, 2026, 6:35 p.m. |
Created at: April 8, 2026, 9:24 p.m.