Triple
T523983
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American Gangster |
E10877
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Frank Lucas
Frank Lucas was a notorious Harlem drug kingpin in the late 1960s and early 1970s, known for building a heroin empire and later becoming a key government informant.
|
E65185
|
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: Frank Lucas | Statement: [American Gangster, mainCharacter, Frank Lucas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frank Lucas Context triple: [American Gangster, mainCharacter, Frank Lucas]
-
A.
Willie Sutton
Willie Sutton was a notorious 20th-century American bank robber famed for his multiple prison escapes and the apocryphal quote that he robbed banks "because that's where the money is."
-
B.
Henry Hill
Henry Hill is a historically significant rise within Manassas National Battlefield Park that served as a key position during the First Battle of Bull Run in the American Civil War.
-
C.
Frank Abagnale Jr.
Frank Abagnale Jr. is a former con artist and imposter whose youthful exploits in check fraud and identity deception inspired the film "Catch Me If You Can."
-
D.
Mickey Goldmill
Mickey Goldmill is the gruff, old-school boxing trainer and mentor of Rocky Balboa in the "Rocky" film series.
-
E.
George "Machine Gun" Kelly
George "Machine Gun" Kelly was a notorious American gangster and Prohibition-era kidnapper whose high-profile crimes made him one of the early public enemies of the 1930s.
- 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: Frank Lucas Triple: [American Gangster, mainCharacter, Frank Lucas]
Generated description
Frank Lucas was a notorious Harlem drug kingpin in the late 1960s and early 1970s, known for building a heroin empire and later becoming a key government informant.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frank Lucas Target entity description: Frank Lucas was a notorious Harlem drug kingpin in the late 1960s and early 1970s, known for building a heroin empire and later becoming a key government informant.
-
A.
Willie Sutton
Willie Sutton was a notorious 20th-century American bank robber famed for his multiple prison escapes and the apocryphal quote that he robbed banks "because that's where the money is."
-
B.
Henry Hill
Henry Hill is a historically significant rise within Manassas National Battlefield Park that served as a key position during the First Battle of Bull Run in the American Civil War.
-
C.
Frank Abagnale Jr.
Frank Abagnale Jr. is a former con artist and imposter whose youthful exploits in check fraud and identity deception inspired the film "Catch Me If You Can."
-
D.
Mickey Goldmill
Mickey Goldmill is the gruff, old-school boxing trainer and mentor of Rocky Balboa in the "Rocky" film series.
-
E.
George "Machine Gun" Kelly
George "Machine Gun" Kelly was a notorious American gangster and Prohibition-era kidnapper whose high-profile crimes made him one of the early public enemies of the 1930s.
- 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_69a2e84b16c4819088d284c47c3a7968 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f1b656c08190b387f21b06d99e68 |
completed | Feb. 28, 2026, 1:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4ab224e008190b233b04b0a432b83 |
completed | March 1, 2026, 9:09 p.m. |
| NEDg | Description generation | batch_69a4ab94bd988190a91a592622a9d77f |
completed | March 1, 2026, 9:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4ac04fb78819093c85d04b90cc8cb |
completed | March 1, 2026, 9:13 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.