Triple
T9741183
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Ranch |
E236187
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Luke Matthews
Luke Matthews is a recurring character on the Netflix sitcom "The Ranch," known for his involvement in the Bennett family's personal and professional dramas on their Colorado ranch.
|
E818809
|
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: Luke Matthews | Statement: [The Ranch, character, Luke Matthews]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luke Matthews Context triple: [The Ranch, character, Luke Matthews]
-
A.
Scott Matthews
Scott Matthews is an English singer-songwriter and guitarist known for his emotive vocals and atmospheric folk-rock compositions.
-
B.
Jason Matthews
Jason Matthews was a former CIA officer turned bestselling American novelist best known for his espionage thriller "Red Sparrow."
-
C.
Jake Matthews
Jake Matthews is an American football offensive tackle in the NFL, best known for his long tenure with the Atlanta Falcons and as a member of the prominent Matthews football family.
-
D.
Matthew Skemp
Matthew Skemp is a musician best known as a member of the experimental indie rock band Volcano Choir.
-
E.
Mathew Prichard
Mathew Prichard is a British television producer and the grandson of famed mystery writer Agatha Christie, known for overseeing adaptations of her works.
- 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: Luke Matthews Triple: [The Ranch, character, Luke Matthews]
Generated description
Luke Matthews is a recurring character on the Netflix sitcom "The Ranch," known for his involvement in the Bennett family's personal and professional dramas on their Colorado ranch.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luke Matthews Target entity description: Luke Matthews is a recurring character on the Netflix sitcom "The Ranch," known for his involvement in the Bennett family's personal and professional dramas on their Colorado ranch.
-
A.
Scott Matthews
Scott Matthews is an English singer-songwriter and guitarist known for his emotive vocals and atmospheric folk-rock compositions.
-
B.
Jason Matthews
Jason Matthews was a former CIA officer turned bestselling American novelist best known for his espionage thriller "Red Sparrow."
-
C.
Jake Matthews
Jake Matthews is an American football offensive tackle in the NFL, best known for his long tenure with the Atlanta Falcons and as a member of the prominent Matthews football family.
-
D.
Matthew Skemp
Matthew Skemp is a musician best known as a member of the experimental indie rock band Volcano Choir.
-
E.
Mathew Prichard
Mathew Prichard is a British television producer and the grandson of famed mystery writer Agatha Christie, known for overseeing adaptations of her works.
- 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_69ca84d3e24481908a476e2231123cf9 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9f2af3e48190b83a442cd0e84062 |
completed | April 1, 2026, 10:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1afe974608190874e2aba2189de80 |
completed | April 5, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_69d1b08ba1f48190830852f9d60e3368 |
completed | April 5, 2026, 12:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1b124659481909e7a2ecaf01d8a50 |
completed | April 5, 2026, 12:47 a.m. |
Created at: March 30, 2026, 8:23 p.m.