Triple
T16474370
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Z: The Beginning of Everything |
E400148
|
entity |
| Predicate | star |
P23405
|
FINISHED |
| Object |
David Hoflin
David Hoflin is an Australian actor known for his work in television dramas and streaming series, including a prominent role in "Z: The Beginning of Everything."
|
E1215825
|
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: David Hoflin | Statement: [Z: The Beginning of Everything, star, David Hoflin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Hoflin Context triple: [Z: The Beginning of Everything, star, David Hoflin]
-
A.
David Wolfert
David Wolfert is an American songwriter, guitarist, and producer known for his work on numerous pop and R&B recordings, including co-writing the ballad "I Believe in You and Me."
-
B.
Philip Voss
Philip Voss was a British actor known for his extensive work in theatre, television, and radio, including roles with the Royal Shakespeare Company and appearances in popular UK dramas.
-
C.
Mark Korven
Mark Korven is a Canadian film and television composer best known for his unsettling, atmospheric scores for horror projects such as The Witch and The Lighthouse.
-
D.
Christopher Hesse
Christopher Hesse is a computer scientist and machine learning researcher known for his work at OpenAI, including co-authoring influential papers on large language models.
-
E.
Andrew Hines
Andrew Hines is a music video director known for his creative visual work in the contemporary music industry.
- 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: David Hoflin Triple: [Z: The Beginning of Everything, star, David Hoflin]
Generated description
David Hoflin is an Australian actor known for his work in television dramas and streaming series, including a prominent role in "Z: The Beginning of Everything."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Hoflin Target entity description: David Hoflin is an Australian actor known for his work in television dramas and streaming series, including a prominent role in "Z: The Beginning of Everything."
-
A.
David Wolfert
David Wolfert is an American songwriter, guitarist, and producer known for his work on numerous pop and R&B recordings, including co-writing the ballad "I Believe in You and Me."
-
B.
Philip Voss
Philip Voss was a British actor known for his extensive work in theatre, television, and radio, including roles with the Royal Shakespeare Company and appearances in popular UK dramas.
-
C.
Mark Korven
Mark Korven is a Canadian film and television composer best known for his unsettling, atmospheric scores for horror projects such as The Witch and The Lighthouse.
-
D.
Christopher Hesse
Christopher Hesse is a computer scientist and machine learning researcher known for his work at OpenAI, including co-authoring influential papers on large language models.
-
E.
Andrew Hines
Andrew Hines is a music video director known for his creative visual work in the contemporary music industry.
- 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_69d883813098819084f5409539723b59 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e32dd32e048190a9eadd32d6b9374c |
completed | April 18, 2026, 7:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a004f5f238881909b5f2fb41da3f932 |
completed | May 10, 2026, 9:26 a.m. |
| NEDg | Description generation | batch_6a00509164cc8190a381ba0a1de95ed1 |
completed | May 10, 2026, 9:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a005447f1948190a939c0051891e444 |
completed | May 10, 2026, 9:47 a.m. |
Created at: April 10, 2026, 5:13 a.m.