Triple
T16673540
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Believe |
E405161
|
entity |
| Predicate | songwriter |
P1141
|
FINISHED |
| Object |
Matthew Gray
Matthew Gray is a songwriter known for his contributions to contemporary music composition and lyric writing.
|
E1227329
|
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 Gray | Statement: [Believe, songwriter, Matthew Gray]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matthew Gray Context triple: [Believe, songwriter, Matthew Gray]
-
A.
Matthew Graham
Matthew Graham is a British television writer and producer best known for co-creating the acclaimed sci-fi drama series *Life on Mars* and its spin-off *Ashes to Ashes*.
-
B.
Michael Graydon
Michael Graydon is a retired senior Royal Air Force officer who served as a leading commander of British fighter aviation during the late 20th century.
-
C.
Aaron Ashmore
Aaron Ashmore is a Canadian actor known for his roles in science fiction and genre television series such as Smallville, Warehouse 13, and Killjoys.
-
D.
Matt Owens
Matt Owens is a British musician best known as the bassist and a founding member of the indie folk band Noah and the Whale.
-
E.
Jonathan Gray
Jonathan Gray is an American professional baseball pitcher known for his power fastball and success in Major League Baseball after starring at the University of Oklahoma.
- 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 Gray Triple: [Believe, songwriter, Matthew Gray]
Generated description
Matthew Gray is a songwriter known for his contributions to contemporary music composition and lyric writing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matthew Gray Target entity description: Matthew Gray is a songwriter known for his contributions to contemporary music composition and lyric writing.
-
A.
Matthew Graham
Matthew Graham is a British television writer and producer best known for co-creating the acclaimed sci-fi drama series *Life on Mars* and its spin-off *Ashes to Ashes*.
-
B.
Michael Graydon
Michael Graydon is a retired senior Royal Air Force officer who served as a leading commander of British fighter aviation during the late 20th century.
-
C.
Aaron Ashmore
Aaron Ashmore is a Canadian actor known for his roles in science fiction and genre television series such as Smallville, Warehouse 13, and Killjoys.
-
D.
Matt Owens
Matt Owens is a British musician best known as the bassist and a founding member of the indie folk band Noah and the Whale.
-
E.
Jonathan Gray
Jonathan Gray is an American professional baseball pitcher known for his power fastball and success in Major League Baseball after starring at the University of Oklahoma.
- 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_69d8838c28748190b3f5967c743940ab |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37d6904008190a79ab30b6d9ccae9 |
completed | April 18, 2026, 12:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a008a3916508190bd5edd91310ddb5a |
completed | May 10, 2026, 1:38 p.m. |
| NEDg | Description generation | batch_6a008b001c988190b0ddec3be0ed6fd0 |
completed | May 10, 2026, 1:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a008ba8227881908b1ac6e30d2e7c32 |
completed | May 10, 2026, 1:44 p.m. |
Created at: April 10, 2026, 5:19 a.m.