Triple
T4371310
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hal Bynum |
E98902
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Nobody’s Fool
"Nobody’s Fool" is a country song written by Hal Bynum, known for its traditional storytelling style and emotional lyricism.
|
E436282
|
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: Nobody’s Fool | Statement: [Hal Bynum, notableWork, Nobody’s Fool]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nobody’s Fool Context triple: [Hal Bynum, notableWork, Nobody’s Fool]
-
A.
Just a Fool
"Just a Fool" is a pop ballad duet by Christina Aguilera and Blake Shelton that showcases powerful vocals and emotional lyrics about heartbreak.
-
B.
Foolish Fool
"Foolish Fool" is a 1969 soul single by American singer Dee Dee Warwick, noted for its emotive vocals and classic late-1960s R&B style.
-
C.
Poor Little Fool
"Poor Little Fool" is a 1958 pop song by Ricky Nelson that became a major hit and is historically notable as the first number-one single on the Billboard Hot 100 chart.
-
D.
Nobody's Home
"Nobody's Home" is a hit country song by American singer-songwriter Clint Black, released in 1989 as one of the singles from his debut album "Killin' Time."
-
E.
That Stubborn Kinda Fellow
That Stubborn Kinda Fellow is a 1962 Motown soul album by Marvin Gaye that helped establish him as a rising star with hits like "Stubborn Kind of Fellow."
- 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: Nobody’s Fool Triple: [Hal Bynum, notableWork, Nobody’s Fool]
Generated description
"Nobody’s Fool" is a country song written by Hal Bynum, known for its traditional storytelling style and emotional lyricism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nobody’s Fool Target entity description: "Nobody’s Fool" is a country song written by Hal Bynum, known for its traditional storytelling style and emotional lyricism.
-
A.
Just a Fool
"Just a Fool" is a pop ballad duet by Christina Aguilera and Blake Shelton that showcases powerful vocals and emotional lyrics about heartbreak.
-
B.
Foolish Fool
"Foolish Fool" is a 1969 soul single by American singer Dee Dee Warwick, noted for its emotive vocals and classic late-1960s R&B style.
-
C.
Poor Little Fool
"Poor Little Fool" is a 1958 pop song by Ricky Nelson that became a major hit and is historically notable as the first number-one single on the Billboard Hot 100 chart.
-
D.
Nobody's Home
"Nobody's Home" is a hit country song by American singer-songwriter Clint Black, released in 1989 as one of the singles from his debut album "Killin' Time."
-
E.
That Stubborn Kinda Fellow
That Stubborn Kinda Fellow is a 1962 Motown soul album by Marvin Gaye that helped establish him as a rising star with hits like "Stubborn Kind of Fellow."
- 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_69b3454db3708190aeafd814413c4c3d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3521dffbc8190b9300a7f4f64bdc0 |
completed | March 12, 2026, 11:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e50bcc9481909b0b9d60198dce63 |
completed | March 14, 2026, 10:45 p.m. |
| NEDg | Description generation | batch_69b5eeadd68881909820a75aaff9d8d5 |
completed | March 14, 2026, 11:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5ef36f2bc8190a21e0f2fadbdd697 |
completed | March 14, 2026, 11:28 p.m. |
Created at: March 12, 2026, 11:17 p.m.