Triple
T2785958
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rambo: First Blood Part II |
E61810
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Marshall Murdock
Marshall Murdock is a duplicitous U.S. government official in the film "Rambo: First Blood Part II" who oversees and ultimately betrays John Rambo during a covert mission.
|
E300149
|
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: Marshall Murdock | Statement: [Rambo: First Blood Part II, character, Marshall Murdock]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshall Murdock Context triple: [Rambo: First Blood Part II, character, Marshall Murdock]
-
A.
Ralph J. Rivers
Ralph J. Rivers was an American politician who served as the first U.S. Representative from the state of Alaska after it achieved statehood.
-
B.
Ned Washington
Ned Washington was an American lyricist renowned for his work on classic film songs and popular standards in the mid-20th century.
-
C.
Bob Jordan
Bob Jordan is an American business executive best known as the Chief Executive Officer of Southwest Airlines.
-
D.
Jack Marshall
Jack Marshall was a New Zealand politician who briefly served as the country’s Prime Minister in the early 1970s as leader of the National Party.
-
E.
Dwight Merriman
Dwight Merriman is an American entrepreneur and technologist best known as a co-founder of DoubleClick and later MongoDB.
- 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: Marshall Murdock Triple: [Rambo: First Blood Part II, character, Marshall Murdock]
Generated description
Marshall Murdock is a duplicitous U.S. government official in the film "Rambo: First Blood Part II" who oversees and ultimately betrays John Rambo during a covert mission.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marshall Murdock Target entity description: Marshall Murdock is a duplicitous U.S. government official in the film "Rambo: First Blood Part II" who oversees and ultimately betrays John Rambo during a covert mission.
-
A.
Ralph J. Rivers
Ralph J. Rivers was an American politician who served as the first U.S. Representative from the state of Alaska after it achieved statehood.
-
B.
Ned Washington
Ned Washington was an American lyricist renowned for his work on classic film songs and popular standards in the mid-20th century.
-
C.
Bob Jordan
Bob Jordan is an American business executive best known as the Chief Executive Officer of Southwest Airlines.
-
D.
Jack Marshall
Jack Marshall was a New Zealand politician who briefly served as the country’s Prime Minister in the early 1970s as leader of the National Party.
-
E.
Dwight Merriman
Dwight Merriman is an American entrepreneur and technologist best known as a co-founder of DoubleClick and later MongoDB.
- 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_69ab4b7f51d881908768300ebd2fbdae |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abddaf223c8190959bb0b336e5b7c0 |
completed | March 7, 2026, 8:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc6526d0c81908df1710709cc5346 |
completed | March 10, 2026, 7:20 a.m. |
| NEDg | Description generation | batch_69afc852c0988190bba816db0940139f |
completed | March 10, 2026, 7:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc8b333848190bf4bfbc31f9c5147 |
completed | March 10, 2026, 7:30 a.m. |
Created at: March 6, 2026, 9:57 p.m.