Triple
T9825795
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barrow Gang |
E238649
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Ralph Fults
Ralph Fults was an American outlaw and associate of the infamous Depression-era Barrow Gang, known for his involvement in robberies alongside figures like Bonnie Parker and Clyde Barrow.
|
E931951
|
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: Ralph Fults | Statement: [Barrow Gang, member, Ralph Fults]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ralph Fults Context triple: [Barrow Gang, member, Ralph Fults]
-
A.
Ralph Furley
Ralph Furley is the flamboyantly dressed, bumbling landlord character from the sitcom "Three's Company," known for his exaggerated reactions and comic misunderstandings.
-
B.
Ralph Miller
Ralph Miller was a highly respected American college basketball coach best known for transforming Oregon State University into a national contender during his long tenure.
-
C.
Fred Luddy
Fred Luddy is an American entrepreneur and software executive best known as the founder of the cloud-based enterprise software company ServiceNow.
-
D.
Ralph Meeker
Ralph Meeker was an American actor best known for his tough-guy roles in film noir and drama during the 1950s and 1960s.
-
E.
Wendell Fertig
Wendell Fertig was a U.S. Army engineer officer who became a leading guerrilla commander in the Philippines during World War II, organizing resistance against Japanese occupation.
- 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: Ralph Fults Triple: [Barrow Gang, member, Ralph Fults]
Generated description
Ralph Fults was an American outlaw and associate of the infamous Depression-era Barrow Gang, known for his involvement in robberies alongside figures like Bonnie Parker and Clyde Barrow.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ralph Fults Target entity description: Ralph Fults was an American outlaw and associate of the infamous Depression-era Barrow Gang, known for his involvement in robberies alongside figures like Bonnie Parker and Clyde Barrow.
-
A.
Ralph Furley
Ralph Furley is the flamboyantly dressed, bumbling landlord character from the sitcom "Three's Company," known for his exaggerated reactions and comic misunderstandings.
-
B.
Ralph Miller
Ralph Miller was a highly respected American college basketball coach best known for transforming Oregon State University into a national contender during his long tenure.
-
C.
Fred Luddy
Fred Luddy is an American entrepreneur and software executive best known as the founder of the cloud-based enterprise software company ServiceNow.
-
D.
Ralph Meeker
Ralph Meeker was an American actor best known for his tough-guy roles in film noir and drama during the 1950s and 1960s.
-
E.
Wendell Fertig
Wendell Fertig was a U.S. Army engineer officer who became a leading guerrilla commander in the Philippines during World War II, organizing resistance against Japanese occupation.
- 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_69ca84e0dd1881909800765d1e21f735 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb32370e8819087c85fb8328587be |
completed | April 2, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e6847ad9fc819085b0d6c886488c3b |
completed | April 20, 2026, 7:54 p.m. |
| NEDg | Description generation | batch_69e68ce8d7988190a0dd3abe5f2afc97 |
completed | April 20, 2026, 8:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e6b7a31b4081909b06bc9b6d0a1617 |
completed | April 20, 2026, 11:32 p.m. |
Created at: March 30, 2026, 8:31 p.m.