Triple
T7727360
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hard Times Come Again No More |
E175163
|
entity |
| Predicate | hasNotableRecordingBy |
P1152
|
FINISHED |
| Object | Thomas Hampson |
E205894
|
NE FINISHED |
How this triple was built (2 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: Thomas Hampson | Statement: [Hard Times Come Again No More, hasNotableRecordingBy, Thomas Hampson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thomas Hampson Context triple: [Hard Times Come Again No More, hasNotableRecordingBy, Thomas Hampson]
-
A.
Thomas Hampson
chosen
Thomas Hampson is an acclaimed American baritone renowned for his opera performances and song recitals on major international stages.
-
B.
Michael Crawford
Michael Crawford is an English actor and singer best known for his role in the sitcom "Some Mothers Do 'Ave 'Em" and for originating the title role in Andrew Lloyd Webber's musical "The Phantom of the Opera."
-
C.
Joel O’Brien
Joel O’Brien is a musician known for his work featured on the album "Tapestry."
-
D.
John Guleserian
John Guleserian is an American cinematographer known for his work on independent films and romantic dramas, including the acclaimed feature "Like Crazy."
-
E.
Paul Howell
Paul Howell is a British Conservative Party politician who has served as the Member of Parliament for the Sedgefield constituency.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c6995d541c81909eaa646b1a8369a9 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c70314abb88190a7eaa519bd7398c9 |
completed | March 27, 2026, 10:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8b5275164819096678c019fdd4da4 |
completed | March 29, 2026, 5:14 a.m. |
Created at: March 27, 2026, 4:06 p.m.