Triple
T12844141
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Angela Beesley |
E307127
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Tim Starling
Tim Starling is a software engineer best known for his long-time work as a MediaWiki developer and contributor to the Wikimedia Foundation’s technical infrastructure.
|
E1006078
|
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: Tim Starling | Statement: [Angela Beesley, spouse, Tim Starling]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tim Starling Context triple: [Angela Beesley, spouse, Tim Starling]
-
A.
Santos Irwin
Santos Irwin is the child of American actor and clown Bill Irwin.
-
B.
Jamie Oddie
Jamie Oddie is best known as the husband of Australian actress Claudia Black, recognized for her roles in science fiction television and film.
-
C.
Jeff Corwin
Jeff Corwin is an American wildlife biologist and television host best known for his nature and animal conservation programs on channels like Animal Planet and Discovery.
-
D.
Bob Irwin
Bob Irwin is an Australian conservationist and wildlife expert best known as the father of Steve Irwin and the original founder of the Australia Zoo.
-
E.
Clark Peterson
Clark Peterson is a film producer best known for his work on the Academy Award–winning biographical drama "Monster" (2003).
- 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: Tim Starling Triple: [Angela Beesley, spouse, Tim Starling]
Generated description
Tim Starling is a software engineer best known for his long-time work as a MediaWiki developer and contributor to the Wikimedia Foundation’s technical infrastructure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tim Starling Target entity description: Tim Starling is a software engineer best known for his long-time work as a MediaWiki developer and contributor to the Wikimedia Foundation’s technical infrastructure.
-
A.
Santos Irwin
Santos Irwin is the child of American actor and clown Bill Irwin.
-
B.
Jamie Oddie
Jamie Oddie is best known as the husband of Australian actress Claudia Black, recognized for her roles in science fiction television and film.
-
C.
Jeff Corwin
Jeff Corwin is an American wildlife biologist and television host best known for his nature and animal conservation programs on channels like Animal Planet and Discovery.
-
D.
Bob Irwin
Bob Irwin is an Australian conservationist and wildlife expert best known as the father of Steve Irwin and the original founder of the Australia Zoo.
-
E.
Clark Peterson
Clark Peterson is a film producer best known for his work on the Academy Award–winning biographical drama "Monster" (2003).
- 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_69d7bdf52b94819096d6f0ba4ab50a98 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96ff3a7208190b93f6292ed5efc07 |
completed | April 10, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f69b9fa40c8190bbc2c6ad22795de4 |
completed | May 3, 2026, 12:49 a.m. |
| NEDg | Description generation | batch_69f69ca6358c8190bb076249864f81a8 |
completed | May 3, 2026, 12:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f69dc8b86c81908557fa8538e942de |
completed | May 3, 2026, 12:58 a.m. |
Created at: April 9, 2026, 5:36 p.m.