Triple
T13078715
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marsha Ambrosius |
E329644
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Friends & Lovers
Friends & Lovers is a soulful R&B studio album by English singer-songwriter Marsha Ambrosius, known for its intimate themes and emotive vocal performances.
|
E1020129
|
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: Friends & Lovers | Statement: [Marsha Ambrosius, notableWork, Friends & Lovers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Friends & Lovers Context triple: [Marsha Ambrosius, notableWork, Friends & Lovers]
-
A.
The Passionate Friends
The Passionate Friends is a 1949 British romantic drama film directed by David Lean, adapted from an H.G. Wells novel and starring Ann Todd and Trevor Howard.
-
B.
Such Good Friends
Such Good Friends is a 1971 dark comedy-drama film, directed by Otto Preminger and noted for Dyan Cannon’s acclaimed performance as a wife uncovering her husband’s infidelities after his sudden hospitalization.
-
C.
These Friends of Mine
These Friends of Mine is the original title of the 1990s ABC sitcom that later became known as Ellen, starring Ellen DeGeneres.
-
D.
These Friends of Mine
"These Friends of Mine" is an introspective indie folk album by singer-songwriter Rosie Thomas, noted for its gentle melodies and intimate, confessional songwriting.
-
E.
Partners, Brothers and Friends
Partners, Brothers and Friends is a music album produced by William E. McEuen, known for its blend of country, folk, and acoustic styles.
- 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: Friends & Lovers Triple: [Marsha Ambrosius, notableWork, Friends & Lovers]
Generated description
Friends & Lovers is a soulful R&B studio album by English singer-songwriter Marsha Ambrosius, known for its intimate themes and emotive vocal performances.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Friends & Lovers Target entity description: Friends & Lovers is a soulful R&B studio album by English singer-songwriter Marsha Ambrosius, known for its intimate themes and emotive vocal performances.
-
A.
The Passionate Friends
The Passionate Friends is a 1949 British romantic drama film directed by David Lean, adapted from an H.G. Wells novel and starring Ann Todd and Trevor Howard.
-
B.
Such Good Friends
Such Good Friends is a 1971 dark comedy-drama film, directed by Otto Preminger and noted for Dyan Cannon’s acclaimed performance as a wife uncovering her husband’s infidelities after his sudden hospitalization.
-
C.
These Friends of Mine
These Friends of Mine is the original title of the 1990s ABC sitcom that later became known as Ellen, starring Ellen DeGeneres.
-
D.
These Friends of Mine
"These Friends of Mine" is an introspective indie folk album by singer-songwriter Rosie Thomas, noted for its gentle melodies and intimate, confessional songwriting.
-
E.
Partners, Brothers and Friends
Partners, Brothers and Friends is a music album produced by William E. McEuen, known for its blend of country, folk, and acoustic styles.
- 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_69d80771749c81909a6d9197b9504872 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d9811828448190ac6ddd3e9c221251 |
completed | April 10, 2026, 11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6d60aaac48190b5b724a19cad5279 |
completed | May 3, 2026, 4:58 a.m. |
| NEDg | Description generation | batch_69f6da9ed7bc8190b1a451ea2ada811d |
completed | May 3, 2026, 5:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6db6950b08190a868c9371ff0a34e |
completed | May 3, 2026, 5:21 a.m. |
Created at: April 9, 2026, 9:01 p.m.