Triple
T4323349
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A Lesson in Leavin' |
E96572
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Randy Goodrum
Randy Goodrum is an American songwriter and musician best known for penning numerous pop and country hits recorded by artists such as Anne Murray, Dottie West, and Steve Perry.
|
E432335
|
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: Randy Goodrum | Statement: [A Lesson in Leavin', writer, Randy Goodrum]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Randy Goodrum Context triple: [A Lesson in Leavin', writer, Randy Goodrum]
-
A.
Ian Roberts
Ian Roberts is a South African actor best known for his roles in film, television, and stage productions, often portraying rugged or authoritative characters.
-
B.
Graeme Goodall
Graeme Goodall was an influential Australian-born recording engineer and music industry executive who played a key role in developing Jamaica’s recording scene and co-founding major labels that helped bring reggae to international audiences.
-
C.
Graham Rogers
Graham Rogers is an American actor known for his roles in television series such as "The Kominsky Method," "Quantico," and "Atypical."
-
D.
Dan Bunting
Dan Bunting is a video game developer best known for his leadership and design work on the Call of Duty series at Treyarch.
-
E.
Graham Martin
Graham Martin was an American diplomat best known for serving as the last U.S. ambassador to South Vietnam during the final years of the Vietnam War.
- 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: Randy Goodrum Triple: [A Lesson in Leavin', writer, Randy Goodrum]
Generated description
Randy Goodrum is an American songwriter and musician best known for penning numerous pop and country hits recorded by artists such as Anne Murray, Dottie West, and Steve Perry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Randy Goodrum Target entity description: Randy Goodrum is an American songwriter and musician best known for penning numerous pop and country hits recorded by artists such as Anne Murray, Dottie West, and Steve Perry.
-
A.
Ian Roberts
Ian Roberts is a South African actor best known for his roles in film, television, and stage productions, often portraying rugged or authoritative characters.
-
B.
Graeme Goodall
Graeme Goodall was an influential Australian-born recording engineer and music industry executive who played a key role in developing Jamaica’s recording scene and co-founding major labels that helped bring reggae to international audiences.
-
C.
Graham Rogers
Graham Rogers is an American actor known for his roles in television series such as "The Kominsky Method," "Quantico," and "Atypical."
-
D.
Dan Bunting
Dan Bunting is a video game developer best known for his leadership and design work on the Call of Duty series at Treyarch.
-
E.
Graham Martin
Graham Martin was an American diplomat best known for serving as the last U.S. ambassador to South Vietnam during the final years of the Vietnam War.
- 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_69b345422aac81909ddbadae437d122e |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b351177eb88190b89fa49a88add5e8 |
completed | March 12, 2026, 11:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d09165a8819089fbb9b9ed4c82ff |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d4607a688190a3a7352579ea5ee7 |
completed | March 14, 2026, 9:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d51068dc819099ac28361188dcc4 |
completed | March 14, 2026, 9:37 p.m. |
Created at: March 12, 2026, 11:13 p.m.