Triple
T2848851
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rambo: Last Blood |
E63044
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Matthew Cirulnick
Matthew Cirulnick is an American screenwriter and producer known for his work on action films and television, including co-writing "Rambo: Last Blood."
|
E313031
|
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: Matthew Cirulnick | Statement: [Rambo: Last Blood, screenwriter, Matthew Cirulnick]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matthew Cirulnick Context triple: [Rambo: Last Blood, screenwriter, Matthew Cirulnick]
-
A.
Andrew McCollum
Andrew McCollum is an American entrepreneur and software engineer best known as one of the original co-founders of Facebook.
-
B.
Nick Wechsler
Nick Wechsler is an American actor best known for his television roles, including playing Jack Porter on the drama series "Revenge."
-
C.
Ryan Arcidiacono
Ryan Arcidiacono is an American professional basketball player best known for his standout collegiate career as a clutch, championship-winning point guard at Villanova University.
-
D.
Justin Elicker
Justin Elicker is an American politician who serves as the mayor of New Haven, Connecticut, known for his focus on urban development, education, and social equity.
-
E.
Eric Strobel
Eric Strobel is a former American ice hockey forward best known as a member of the "Miracle on Ice" 1980 U.S. Olympic team that won gold in Lake Placid.
- 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: Matthew Cirulnick Triple: [Rambo: Last Blood, screenwriter, Matthew Cirulnick]
Generated description
Matthew Cirulnick is an American screenwriter and producer known for his work on action films and television, including co-writing "Rambo: Last Blood."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matthew Cirulnick Target entity description: Matthew Cirulnick is an American screenwriter and producer known for his work on action films and television, including co-writing "Rambo: Last Blood."
-
A.
Andrew McCollum
Andrew McCollum is an American entrepreneur and software engineer best known as one of the original co-founders of Facebook.
-
B.
Nick Wechsler
Nick Wechsler is an American actor best known for his television roles, including playing Jack Porter on the drama series "Revenge."
-
C.
Ryan Arcidiacono
Ryan Arcidiacono is an American professional basketball player best known for his standout collegiate career as a clutch, championship-winning point guard at Villanova University.
-
D.
Justin Elicker
Justin Elicker is an American politician who serves as the mayor of New Haven, Connecticut, known for his focus on urban development, education, and social equity.
-
E.
Eric Strobel
Eric Strobel is a former American ice hockey forward best known as a member of the "Miracle on Ice" 1980 U.S. Olympic team that won gold in Lake Placid.
- 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_69ab4c407c408190857d25e027155ce9 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdf41ac24819087c5b72e3b84117c |
completed | March 7, 2026, 8:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b08644192481909cb5ec394148adf4 |
completed | March 10, 2026, 8:59 p.m. |
| NEDg | Description generation | batch_69b0d7bb0c488190b309d1b04136cb07 |
completed | March 11, 2026, 2:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0d8167ac48190845464f0eee3fcac |
completed | March 11, 2026, 2:48 a.m. |
Created at: March 6, 2026, 10:02 p.m.