Triple
T5060407
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tracy Chapman |
E114007
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Matters of the Heart (album)
"Matters of the Heart" is a 1992 folk-rock album by American singer-songwriter Tracy Chapman that continues her introspective, socially conscious songwriting with a more expansive, band-oriented sound.
|
E491322
|
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: Matters of the Heart (album) | Statement: [Tracy Chapman, notableWork, Matters of the Heart (album)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matters of the Heart (album) Context triple: [Tracy Chapman, notableWork, Matters of the Heart (album)]
-
A.
Heart of the Matter
"Heart of the Matter" is a song featured on the album *What About Me*.
-
B.
Straight from the Heart
"Straight from the Heart" is a 1983 soft rock ballad by Canadian singer-songwriter Bryan Adams that became one of his early international hit singles.
-
C.
In and Out of Your Heart
"In and Out of Your Heart" is a song recorded by American country music artist Kenny Rogers.
-
D.
Change of Heart
"Change of Heart" is a 1983 rock song by Tom Petty and the Heartbreakers, released as a single from their album "Long After Dark."
-
E.
Hearts and Bones
Hearts and Bones is a 1983 studio album by American singer-songwriter Paul Simon, noted for its introspective lyrics and sophisticated, understated production.
- 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: Matters of the Heart (album) Triple: [Tracy Chapman, notableWork, Matters of the Heart (album)]
Generated description
"Matters of the Heart" is a 1992 folk-rock album by American singer-songwriter Tracy Chapman that continues her introspective, socially conscious songwriting with a more expansive, band-oriented sound.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matters of the Heart (album) Target entity description: "Matters of the Heart" is a 1992 folk-rock album by American singer-songwriter Tracy Chapman that continues her introspective, socially conscious songwriting with a more expansive, band-oriented sound.
-
A.
Heart of the Matter
"Heart of the Matter" is a song featured on the album *What About Me*.
-
B.
Straight from the Heart
"Straight from the Heart" is a 1983 soft rock ballad by Canadian singer-songwriter Bryan Adams that became one of his early international hit singles.
-
C.
In and Out of Your Heart
"In and Out of Your Heart" is a song recorded by American country music artist Kenny Rogers.
-
D.
Change of Heart
"Change of Heart" is a 1983 rock song by Tom Petty and the Heartbreakers, released as a single from their album "Long After Dark."
-
E.
Hearts and Bones
Hearts and Bones is a 1983 studio album by American singer-songwriter Paul Simon, noted for its introspective lyrics and sophisticated, understated production.
- 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_69bd443c0c8c81908663b77afb28e165 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd7472a1dc8190942f568a81fdd961 |
completed | March 20, 2026, 4:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bea49283f48190b5db5ad78f332f95 |
completed | March 21, 2026, 2 p.m. |
| NEDg | Description generation | batch_69bea67c2c3c8190af0caba391bfe69c |
completed | March 21, 2026, 2:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beaa2c9bf88190b9f96474a1b4f13d |
completed | March 21, 2026, 2:24 p.m. |
Created at: March 20, 2026, 1:38 p.m.