Triple
T16436587
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Love Ain’t No Stranger |
E399193
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Martin Birch
Martin Birch was a renowned British record producer and engineer best known for his work with major rock and heavy metal bands such as Iron Maiden, Deep Purple, and Black Sabbath.
|
E1234388
|
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: Martin Birch | Statement: [Love Ain’t No Stranger, producer, Martin Birch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Martin Birch Context triple: [Love Ain’t No Stranger, producer, Martin Birch]
-
A.
Frank Birch
Frank Birch was a British cryptographer and naval intelligence officer best known for his codebreaking work during World War I and his later contributions to British signals intelligence.
-
B.
Paul Birch
Paul Birch was an American professional basketball coach and former player best known for his role in the early years of the Basketball Association of America, a precursor to the NBA.
-
C.
John Bluthal
John Bluthal was a Polish-born British actor best known for his comic roles in British television and film, including his memorable performance in the sitcom "The Vicar of Dibley."
-
D.
Gary Mounfield
Gary Mounfield, also known as Mani, is an English bassist best known for his influential work with the Stone Roses and later with the rock band Primal Scream.
-
E.
Richard Oakes
Richard Oakes was a Mohawk Native American activist best known for helping lead the 1969–1971 occupation of Alcatraz Island, a landmark protest in the Red Power movement.
- 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: Martin Birch Triple: [Love Ain’t No Stranger, producer, Martin Birch]
Generated description
Martin Birch was a renowned British record producer and engineer best known for his work with major rock and heavy metal bands such as Iron Maiden, Deep Purple, and Black Sabbath.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Martin Birch Target entity description: Martin Birch was a renowned British record producer and engineer best known for his work with major rock and heavy metal bands such as Iron Maiden, Deep Purple, and Black Sabbath.
-
A.
Frank Birch
Frank Birch was a British cryptographer and naval intelligence officer best known for his codebreaking work during World War I and his later contributions to British signals intelligence.
-
B.
Paul Birch
Paul Birch was an American professional basketball coach and former player best known for his role in the early years of the Basketball Association of America, a precursor to the NBA.
-
C.
John Bluthal
John Bluthal was a Polish-born British actor best known for his comic roles in British television and film, including his memorable performance in the sitcom "The Vicar of Dibley."
-
D.
Gary Mounfield
Gary Mounfield, also known as Mani, is an English bassist best known for his influential work with the Stone Roses and later with the rock band Primal Scream.
-
E.
Richard Oakes
Richard Oakes was a Mohawk Native American activist best known for helping lead the 1969–1971 occupation of Alcatraz Island, a landmark protest in the Red Power movement.
- 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_69d87f2c6778819080fcfae53be8f12a |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32ba224988190b7cccc42f35e54de |
completed | April 18, 2026, 6:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00b276be5c8190a42ce541168ab7d0 |
completed | May 10, 2026, 4:29 p.m. |
| NEDg | Description generation | batch_6a00b33f21a48190b3178aa1241bb85a |
completed | May 10, 2026, 4:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00b3afb3708190ab7d78561a2e778c |
completed | May 10, 2026, 4:34 p.m. |
Created at: April 10, 2026, 5:10 a.m.