Triple
T11404580
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sportin’ Life |
E270202
|
entity |
| Predicate | librettistOfWorkAppearsIn |
P59320
|
FINISHED |
| Object | DuBose Heyward |
E270193
|
NE FINISHED |
How this triple was built (3 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: DuBose Heyward | Statement: [Sportin’ Life, librettistOfWorkAppearsIn, DuBose Heyward]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DuBose Heyward Context triple: [Sportin’ Life, librettistOfWorkAppearsIn, DuBose Heyward]
-
A.
DuBose Heyward
chosen
DuBose Heyward was an American author and playwright best known for his novel "Porgy," which became the basis for George Gershwin's opera "Porgy and Bess."
-
B.
Hamlin Garland
Hamlin Garland was an American author best known for his realistic portrayals of Midwestern farm life and his influential role in the development of regionalist, or local color, fiction.
-
C.
A. G. Wilson
A. G. Wilson is an astronomer known for identifying the Ursa Minor Dwarf Galaxy, one of the faint satellite galaxies of the Milky Way.
-
D.
James Alan McPherson
James Alan McPherson was a Pulitzer Prize–winning American short story writer and essayist known for his insightful explorations of race, class, and American life.
-
E.
Horace Julian Bond
Horace Julian Bond was a prominent American civil rights leader, politician, and educator who co-founded the Student Nonviolent Coordinating Committee and served for decades in the Georgia legislature.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: librettistOfWorkAppearsIn Context triple: [Sportin’ Life, librettistOfWorkAppearsIn, DuBose Heyward]
-
A.
coAuthorOfLibrettoWith
Indicates that two or more individuals collaborated in writing the same libretto.
-
B.
librettoBy
chosen
Indicates that a work’s libretto (the text of an opera or similar vocal work) was written by a particular person.
-
C.
musicalTheatreComposer
Indicates that a person composes music specifically for musical theatre productions.
-
D.
soundtrackLyricist
Indicates that a person is the lyricist who wrote the words for the soundtrack of a work (such as a film, show, or game).
-
E.
includesLibretto
Indicates that one entity (typically a musical or operatic work or publication) contains or is accompanied by the full text/libretto of another work.
- F. None of above.
Provenance (4 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_69d6aaddeaa8819088b30ef7b50598c9 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8014ab46881909fa1d425926c617b |
completed | April 9, 2026, 7:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f12fa07fc081909a42f9c19ad38511 |
completed | April 28, 2026, 10:07 p.m. |
| PD | Predicate disambiguation | batch_69d7e70ffd708190b62a78ebcbce9f78 |
completed | April 9, 2026, 5:51 p.m. |
Created at: April 8, 2026, 9:34 p.m.