Triple
T16261315
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hard to Forget |
E394759
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object | Ashley Gorley |
E899287
|
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: Ashley Gorley | Statement: [Hard to Forget, writer, Ashley Gorley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashley Gorley Context triple: [Hard to Forget, writer, Ashley Gorley]
-
A.
Ashley Gorley
chosen
Ashley Gorley is a prolific American country music songwriter and producer known for penning numerous chart-topping hits for major Nashville artists.
-
B.
Christopher Lane
Christopher Lane is a scholar and author known for his critical examinations of psychiatry and the medicalization of everyday behavior.
-
C.
Wayne Newman
Wayne Newman is an individual notable enough to be recognized as a bearer of the surname Newman, though specific widely known achievements or roles are not clearly documented.
-
D.
LeRoy Shelton
LeRoy Shelton is the criminal defendant whose case led to the U.S. Supreme Court decision in Alabama v. Shelton, which held that a suspended sentence cannot be imposed without providing the defendant access to counsel.
-
E.
Desmond Child
Desmond Child is an American songwriter and producer renowned for crafting numerous rock and pop hits for artists like Bon Jovi, Aerosmith, and Ricky Martin.
- 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_69d87f221d8081909b0b2063e7528ba2 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e245c4a0b08190af3574f087205afc |
completed | April 17, 2026, 2:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00580b94c88190a3330791e505fd6a |
completed | May 10, 2026, 10:03 a.m. |
Created at: April 10, 2026, 5:04 a.m.