Triple
T16453693
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matthews |
E399617
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Andrew Matthews
Andrew Matthews is a popular Australian author and motivational speaker best known for his self-help books on happiness and personal development, such as "Being Happy!" and "Follow Your Heart."
|
E1215036
|
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: Andrew Matthews | Statement: [Matthews, hasNotableBearer, Andrew Matthews]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrew Matthews Context triple: [Matthews, hasNotableBearer, Andrew Matthews]
-
A.
Peter Andrews
Peter Andrews is the cinematographer pseudonym used by acclaimed American filmmaker Steven Soderbergh for his work behind the camera on films such as "The Informant!".
-
B.
Colin Mathews
Colin Mathews is a fictional character from the British television series "Press Gang," which follows a group of teenagers running a school newspaper.
-
C.
Paul Kennerley
Paul Kennerley is an English singer-songwriter and record producer best known for his country music concept albums and collaborations with Emmylou Harris.
-
D.
Don Matthews
Don Matthews was a highly successful and influential Canadian Football League head coach, renowned for leading multiple teams to Grey Cup championships.
-
E.
David Gregory Marshall
David Gregory Marshall is an entrepreneur best known as the founder of the Marshall Group.
- 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: Andrew Matthews Triple: [Matthews, hasNotableBearer, Andrew Matthews]
Generated description
Andrew Matthews is a popular Australian author and motivational speaker best known for his self-help books on happiness and personal development, such as "Being Happy!" and "Follow Your Heart."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andrew Matthews Target entity description: Andrew Matthews is a popular Australian author and motivational speaker best known for his self-help books on happiness and personal development, such as "Being Happy!" and "Follow Your Heart."
-
A.
Peter Andrews
Peter Andrews is the cinematographer pseudonym used by acclaimed American filmmaker Steven Soderbergh for his work behind the camera on films such as "The Informant!".
-
B.
Colin Mathews
Colin Mathews is a fictional character from the British television series "Press Gang," which follows a group of teenagers running a school newspaper.
-
C.
Paul Kennerley
Paul Kennerley is an English singer-songwriter and record producer best known for his country music concept albums and collaborations with Emmylou Harris.
-
D.
Don Matthews
Don Matthews was a highly successful and influential Canadian Football League head coach, renowned for leading multiple teams to Grey Cup championships.
-
E.
David Gregory Marshall
David Gregory Marshall is an entrepreneur best known as the founder of the Marshall Group.
- 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_69d87f2c6778819080fcfae53be8f12a |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32ce259d88190803930051409d72c |
completed | April 18, 2026, 7:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a004f4e31a08190b121d0cfe2a406c2 |
completed | May 10, 2026, 9:26 a.m. |
| NEDg | Description generation | batch_6a00513b6fcc8190a548b30cb7b4b67f |
completed | May 10, 2026, 9:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0051def1d48190b40f55c40ab269d2 |
completed | May 10, 2026, 9:37 a.m. |
Created at: April 10, 2026, 5:10 a.m.