Triple
T6131218
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lepke Buchalter |
E136721
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Jacob Shapiro
Jacob "Gurrah" Shapiro was a prominent New York mobster and labor racketeer in the early 20th century, closely linked to organized crime figures such as Lepke Buchalter.
|
E570715
|
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: Jacob Shapiro | Statement: [Lepke Buchalter, associatedWith, Jacob Shapiro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jacob Shapiro Context triple: [Lepke Buchalter, associatedWith, Jacob Shapiro]
-
A.
Luke Shapiro
Luke Shapiro is the teenage marijuana dealer and emotionally troubled protagonist of the coming-of-age film "The Wackness," set in 1990s New York City.
-
B.
Allen Shapiro
Allen Shapiro is an American entertainment executive and film producer known for his work on projects such as the Western film "The Quick and the Dead."
-
C.
Jonathan Shapiro
Jonathan Shapiro is a television writer and producer best known for co-creating the legal drama series "Goliath."
-
D.
Greg Shapiro
Greg Shapiro is an American film producer best known for his Academy Award-winning work on "The Hurt Locker" and other notable independent and studio films.
-
E.
Jay Shofet
Jay Shofet is an Israeli environmental advocate and sustainability professional known for his work in conservation and public policy.
- 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: Jacob Shapiro Triple: [Lepke Buchalter, associatedWith, Jacob Shapiro]
Generated description
Jacob "Gurrah" Shapiro was a prominent New York mobster and labor racketeer in the early 20th century, closely linked to organized crime figures such as Lepke Buchalter.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jacob Shapiro Target entity description: Jacob "Gurrah" Shapiro was a prominent New York mobster and labor racketeer in the early 20th century, closely linked to organized crime figures such as Lepke Buchalter.
-
A.
Luke Shapiro
Luke Shapiro is the teenage marijuana dealer and emotionally troubled protagonist of the coming-of-age film "The Wackness," set in 1990s New York City.
-
B.
Allen Shapiro
Allen Shapiro is an American entertainment executive and film producer known for his work on projects such as the Western film "The Quick and the Dead."
-
C.
Jonathan Shapiro
Jonathan Shapiro is a television writer and producer best known for co-creating the legal drama series "Goliath."
-
D.
Greg Shapiro
Greg Shapiro is an American film producer best known for his Academy Award-winning work on "The Hurt Locker" and other notable independent and studio films.
-
E.
Jay Shofet
Jay Shofet is an Israeli environmental advocate and sustainability professional known for his work in conservation and public policy.
- 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_69c008a0a37c81908e5b4f879158afb3 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05c4de9c48190b98f67a6251ec1df |
completed | March 22, 2026, 9:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c135d080808190938e3a1095080850 |
completed | March 23, 2026, 12:45 p.m. |
| NEDg | Description generation | batch_69c137c122d4819089c6ffc2e0cbaf54 |
completed | March 23, 2026, 12:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c138247e2c8190b6c2aabbd36ad9c0 |
completed | March 23, 2026, 12:55 p.m. |
Created at: March 22, 2026, 4:15 p.m.