Triple
T15905145
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dr. Jeffrey Squires |
E385691
|
entity |
| Predicate | receivesDrugsFrom |
P120997
|
FINISHED |
| Object | Luke Shapiro |
E430180
|
NE FINISHED |
How this triple was built (3 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: Luke Shapiro | Statement: [Dr. Jeffrey Squires, receivesDrugsFrom, Luke Shapiro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luke Shapiro Context triple: [Dr. Jeffrey Squires, receivesDrugsFrom, Luke Shapiro]
-
A.
Luke Shapiro
chosen
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.
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.
-
C.
Jonathan Shapiro
Jonathan Shapiro is a television writer and producer best known for co-creating the legal drama series "Goliath."
-
D.
Alex Shulman
Alex Shulman is a person notable enough to be recognized as a bearer of the surname Shulman, though specific widely known biographical details are not clearly established.
-
E.
Dan Shulman
Dan Shulman is a Canadian sportscaster best known for his long-running play-by-play work on Major League Baseball and college basketball broadcasts for ESPN and other networks.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: receivesDrugsFrom Context triple: [Dr. Jeffrey Squires, receivesDrugsFrom, Luke Shapiro]
-
A.
hasDrug
Indicates that an entity possesses, is treated with, or is associated with a particular drug.
-
B.
isProdrugOf
Indicates that one substance is a precursor form that is metabolized in the body to produce the active form of another substance.
-
C.
hasRouteOfAdministration
Indicates that one entity specifies the method or pathway by which another entity (typically a substance or medication) is administered.
-
D.
mainDrugRoute
Indicates the primary method or pathway by which a drug is administered or delivered to its target.
-
E.
acceptsSubstance
Indicates that an entity receives, takes in, or allows the use of a specified substance.
- 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_69d86da686e4819097cbf3b1fc2d881d |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e17d4d08f481909f38b75e3f42d9ab |
completed | April 17, 2026, 12:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0084a6d6308190ad57a51b380171a2 |
completed | May 10, 2026, 1:14 p.m. |
| PD | Predicate disambiguation | batch_69e142ca3b208190946c3aa4c1e6087c |
completed | April 16, 2026, 8:12 p.m. |
| PDg | Predicate description generation | batch_69e17d48cc9c8190b03fd07ae2e9dfd8 |
completed | April 17, 2026, 12:22 a.m. |
Created at: April 10, 2026, 4:52 a.m.