Triple
T5454776
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charles "The Bug" Workman |
E122452
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Workman
Workman is the surname of Charles "The Bug" Workman, a notorious American mob hitman active during the early 20th century.
|
E521156
|
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: Workman | Statement: [Charles "The Bug" Workman, familyName, Workman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Workman Context triple: [Charles "The Bug" Workman, familyName, Workman]
-
A.
Workman Publishing
Workman Publishing is an American independent book publisher known for its innovative nonfiction titles, calendars, and gift books, now operating as part of Hachette Book Group.
-
B.
Ian Ballantine
Ian Ballantine was an influential American publisher and pioneer of mass-market paperbacks, best known for co-founding Bantam Books and later establishing Ballantine Books.
-
C.
Faber
Faber is a retired English professor in Ray Bradbury’s dystopian novel "Fahrenheit 451" who secretly mentors the protagonist and represents the value of literature and critical thought in a censored society.
-
D.
Faber
Faber is a surname most notably associated with Sandra Faber, an influential American astronomer and cosmologist.
-
E.
Millworker
"Millworker" is a reflective folk song by James Taylor that poignantly portrays the hardships and quiet resilience of a female factory worker.
- 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: Workman Triple: [Charles "The Bug" Workman, familyName, Workman]
Generated description
Workman is the surname of Charles "The Bug" Workman, a notorious American mob hitman active during the early 20th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Workman Target entity description: Workman is the surname of Charles "The Bug" Workman, a notorious American mob hitman active during the early 20th century.
-
A.
Workman Publishing
Workman Publishing is an American independent book publisher known for its innovative nonfiction titles, calendars, and gift books, now operating as part of Hachette Book Group.
-
B.
Ian Ballantine
Ian Ballantine was an influential American publisher and pioneer of mass-market paperbacks, best known for co-founding Bantam Books and later establishing Ballantine Books.
-
C.
Faber
Faber is a retired English professor in Ray Bradbury’s dystopian novel "Fahrenheit 451" who secretly mentors the protagonist and represents the value of literature and critical thought in a censored society.
-
D.
Faber
Faber is a surname most notably associated with Sandra Faber, an influential American astronomer and cosmologist.
-
E.
Millworker
"Millworker" is a reflective folk song by James Taylor that poignantly portrays the hardships and quiet resilience of a female factory worker.
- 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_69bd46424248819085282ddf50a565f3 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd91ed9a388190967e7ffaf9dbadc6 |
completed | March 20, 2026, 6:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf41433abc8190998bdb0fa8b18041 |
completed | March 22, 2026, 1:09 a.m. |
| NEDg | Description generation | batch_69bf41efb7748190acefa796eb4e4bed |
completed | March 22, 2026, 1:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf42654a108190b271f78616eea25a |
completed | March 22, 2026, 1:14 a.m. |
Created at: March 20, 2026, 2:08 p.m.