Triple
T21536535
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Before We Go |
E531363
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Chris Shafer
Chris Shafer is a screenwriter best known for co-writing the romantic drama film "Before We Go."
|
E1492640
|
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: Chris Shafer | Statement: [Before We Go, screenwriter, Chris Shafer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chris Shafer Context triple: [Before We Go, screenwriter, Chris Shafer]
-
A.
Matthew Shafer
Matthew Shafer is an American writer known for his work on the animated series "Cowboy Bebop" and related projects.
-
B.
Matthew Shafer
Matthew Shafer, better known by his stage name Uncle Kracker, is an American singer-songwriter and musician recognized for his blend of rock, country, and pop influences.
-
C.
Jon Shafer
Jon Shafer is a video game designer best known as the lead designer of Sid Meier’s Civilization V.
-
D.
Ross Shafer
Ross Shafer is an American comedian, television host, and motivational speaker best known for hosting the Seattle-based sketch comedy show "Almost Live!" and later the game show "Love Connection."
-
E.
Shawn Eichman
Shawn Eichman is an American political activist best known as a defendant in the landmark U.S. Supreme Court case that struck down federal prohibitions on flag desecration as unconstitutional.
- 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: Chris Shafer Triple: [Before We Go, screenwriter, Chris Shafer]
Generated description
Chris Shafer is a screenwriter best known for co-writing the romantic drama film "Before We Go."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chris Shafer Target entity description: Chris Shafer is a screenwriter best known for co-writing the romantic drama film "Before We Go."
-
A.
Matthew Shafer
Matthew Shafer is an American writer known for his work on the animated series "Cowboy Bebop" and related projects.
-
B.
Matthew Shafer
Matthew Shafer, better known by his stage name Uncle Kracker, is an American singer-songwriter and musician recognized for his blend of rock, country, and pop influences.
-
C.
Jon Shafer
Jon Shafer is a video game designer best known as the lead designer of Sid Meier’s Civilization V.
-
D.
Ross Shafer
Ross Shafer is an American comedian, television host, and motivational speaker best known for hosting the Seattle-based sketch comedy show "Almost Live!" and later the game show "Love Connection."
-
E.
Shawn Eichman
Shawn Eichman is an American political activist best known as a defendant in the landmark U.S. Supreme Court case that struck down federal prohibitions on flag desecration as unconstitutional.
- 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_69e0c45e5b8881908ac18fc2f493b114 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ee9d0e5a9c8190894ec3666d3296aa |
completed | April 26, 2026, 11:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09fd24314c8190ad8b661b92eb5b28 |
completed | May 17, 2026, 5:38 p.m. |
| NEDg | Description generation | batch_6a09ff3fc398819085fd5cd9d0245927 |
completed | May 17, 2026, 5:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09ff9d9af881908d8ab44f27e13641 |
completed | May 17, 2026, 5:49 p.m. |
Created at: April 16, 2026, 6:27 p.m.