Triple
T10040025
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bill & Ted’s Excellent Adventure |
E205270
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Chris Matheson
Chris Matheson is an American screenwriter best known for co-creating and co-writing the cult-classic Bill & Ted film series.
|
E848118
|
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 Matheson | Statement: [Bill & Ted’s Excellent Adventure, writer, Chris Matheson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chris Matheson Context triple: [Bill & Ted’s Excellent Adventure, writer, Chris Matheson]
-
A.
Kevin Matheson
Kevin Matheson is a fictional character portrayed by British actor Russell Tovey, best known from the television series "Looking."
-
B.
Chris McIntosh
Chris McIntosh is a former Wisconsin Badgers All-American offensive lineman who became the University of Wisconsin–Madison’s athletic director.
-
C.
Scott Matthews
Scott Matthews is an English singer-songwriter and guitarist known for his emotive vocals and atmospheric folk-rock compositions.
-
D.
Eric Murray
Eric Murray is a New Zealand rower best known as a multiple Olympic and world champion in the men's pair alongside partner Hamish Bond.
-
E.
Craig Heisinger
Craig Heisinger is a Canadian ice hockey executive best known for his long-time leadership role with the Manitoba Moose organization.
- 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 Matheson Triple: [Bill & Ted’s Excellent Adventure, writer, Chris Matheson]
Generated description
Chris Matheson is an American screenwriter best known for co-creating and co-writing the cult-classic Bill & Ted film series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chris Matheson Target entity description: Chris Matheson is an American screenwriter best known for co-creating and co-writing the cult-classic Bill & Ted film series.
-
A.
Kevin Matheson
Kevin Matheson is a fictional character portrayed by British actor Russell Tovey, best known from the television series "Looking."
-
B.
Chris McIntosh
Chris McIntosh is a former Wisconsin Badgers All-American offensive lineman who became the University of Wisconsin–Madison’s athletic director.
-
C.
Scott Matthews
Scott Matthews is an English singer-songwriter and guitarist known for his emotive vocals and atmospheric folk-rock compositions.
-
D.
Eric Murray
Eric Murray is a New Zealand rower best known as a multiple Olympic and world champion in the men's pair alongside partner Hamish Bond.
-
E.
Craig Heisinger
Craig Heisinger is a Canadian ice hockey executive best known for his long-time leadership role with the Manitoba Moose organization.
- 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_69ca834f70e88190b2d74828b7767ec1 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cdcee186708190bc9fecd637b4f7e6 |
completed | April 2, 2026, 2:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d32a82ef648190a7c3d59e47e51845 |
completed | April 6, 2026, 3:37 a.m. |
| NEDg | Description generation | batch_69d32b784dd48190be1e9ab9c36c224e |
completed | April 6, 2026, 3:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d3481d882c8190be8653289b712d08 |
completed | April 6, 2026, 5:43 a.m. |
Created at: March 30, 2026, 8:55 p.m.