Triple
T21441042
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 38 Special |
E528938
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Don Barnes
Don Barnes is an American rock singer and guitarist best known as a founding member and primary vocalist of the Southern rock band 38 Special.
|
E1501179
|
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: Don Barnes | Statement: [38 Special, hasMember, Don Barnes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Don Barnes Context triple: [38 Special, hasMember, Don Barnes]
-
A.
Frank Barnes
Frank Barnes is the veteran railroad engineer portrayed by Denzel Washington in the 2010 action thriller film "Unstoppable," where he helps avert disaster by stopping a runaway train.
-
B.
Bruce Barnes
Bruce Barnes is a central Christian pastor-turned-spiritual leader in the apocalyptic "Left Behind" novel series, guiding survivors through the tribulation period.
-
C.
James Martin Barnes
James Martin Barnes, better known as Jim Barnes, was a prominent early 20th-century professional golfer who won multiple major championships, including the inaugural PGA Championship.
-
D.
George Kelly Barnes
George Kelly Barnes, better known as "Machine Gun Kelly," was a notorious American gangster and bootlegger of the Prohibition era, infamous for high-profile kidnappings and his reputation as a machine gun–wielding criminal.
-
E.
Dave Barnes
Dave Barnes is an American singer-songwriter and musician known for his heartfelt pop and contemporary Christian songs, including the original version of "God Gave Me You."
- 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: Don Barnes Triple: [38 Special, hasMember, Don Barnes]
Generated description
Don Barnes is an American rock singer and guitarist best known as a founding member and primary vocalist of the Southern rock band 38 Special.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Don Barnes Target entity description: Don Barnes is an American rock singer and guitarist best known as a founding member and primary vocalist of the Southern rock band 38 Special.
-
A.
Frank Barnes
Frank Barnes is the veteran railroad engineer portrayed by Denzel Washington in the 2010 action thriller film "Unstoppable," where he helps avert disaster by stopping a runaway train.
-
B.
Bruce Barnes
Bruce Barnes is a central Christian pastor-turned-spiritual leader in the apocalyptic "Left Behind" novel series, guiding survivors through the tribulation period.
-
C.
James Martin Barnes
James Martin Barnes, better known as Jim Barnes, was a prominent early 20th-century professional golfer who won multiple major championships, including the inaugural PGA Championship.
-
D.
George Kelly Barnes
George Kelly Barnes, better known as "Machine Gun Kelly," was a notorious American gangster and bootlegger of the Prohibition era, infamous for high-profile kidnappings and his reputation as a machine gun–wielding criminal.
-
E.
Dave Barnes
Dave Barnes is an American singer-songwriter and musician known for his heartfelt pop and contemporary Christian songs, including the original version of "God Gave Me You."
- 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_69e0c4569fa081908101baa24f8745db |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e8b70101208190a77bf5dd53dce37a |
completed | April 22, 2026, 11:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a365e13e08190b12b1c7fe707c998 |
completed | May 17, 2026, 9:42 p.m. |
| NEDg | Description generation | batch_6a0a373aca708190aae867f78c87b956 |
completed | May 17, 2026, 9:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a37e0bed48190b0319d62eaff5d1e |
completed | May 17, 2026, 9:49 p.m. |
Created at: April 16, 2026, 6:05 p.m.