Triple
T14046147
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Speak |
E337960
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Andy Johns
Andy Johns was a renowned British recording engineer and producer known for his work with iconic rock bands such as Led Zeppelin, The Rolling Stones, and Free.
|
E1076652
|
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: Andy Johns | Statement: [Speak, producer, Andy Johns]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andy Johns Context triple: [Speak, producer, Andy Johns]
-
A.
Andy Jones
Andy Jones is an entrepreneur and technologist known as a founder of the AI safety and research company Anthropic.
-
B.
Dave Johns
Dave Johns is a British stand-up comedian and actor best known for his acclaimed lead role in Ken Loach’s social-realist film "I, Daniel Blake."
-
C.
Matthew Johns
Matthew Johns is a former Australian rugby league footballer and media personality best known for his successful playing career with the Newcastle Knights and his later work as a television commentator and host.
-
D.
Jeff Richards
Jeff Richards is an American actor and comedian best known for his work on sketch comedy shows like Saturday Night Live and MADtv.
-
E.
Jeff Richards
Jeff Richards was an American film and television actor best known for his role as one of the brothers in the classic musical "Seven Brides for Seven Brothers."
- 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: Andy Johns Triple: [Speak, producer, Andy Johns]
Generated description
Andy Johns was a renowned British recording engineer and producer known for his work with iconic rock bands such as Led Zeppelin, The Rolling Stones, and Free.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andy Johns Target entity description: Andy Johns was a renowned British recording engineer and producer known for his work with iconic rock bands such as Led Zeppelin, The Rolling Stones, and Free.
-
A.
Andy Jones
Andy Jones is an entrepreneur and technologist known as a founder of the AI safety and research company Anthropic.
-
B.
Dave Johns
Dave Johns is a British stand-up comedian and actor best known for his acclaimed lead role in Ken Loach’s social-realist film "I, Daniel Blake."
-
C.
Matthew Johns
Matthew Johns is a former Australian rugby league footballer and media personality best known for his successful playing career with the Newcastle Knights and his later work as a television commentator and host.
-
D.
Jeff Richards
Jeff Richards is an American actor and comedian best known for his work on sketch comedy shows like Saturday Night Live and MADtv.
-
E.
Jeff Richards
Jeff Richards was an American film and television actor best known for his role as one of the brothers in the classic musical "Seven Brides for Seven Brothers."
- 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_69d81c664e48819088cbd8f433aeffe5 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de312df37081909f45ce3e219af5dc |
completed | April 14, 2026, 12:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fbc34148348190a8c67e035646e431 |
completed | May 6, 2026, 10:40 p.m. |
| NEDg | Description generation | batch_69fc4300948881908784c5ad99188ad2 |
completed | May 7, 2026, 7:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fc444630408190b368611373265973 |
completed | May 7, 2026, 7:50 a.m. |
Created at: April 9, 2026, 10:20 p.m.