Triple
T12683528
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hesher |
E303006
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Robyn Kershaw
Robyn Kershaw is an Australian film and television producer known for backing distinctive independent projects and supporting emerging talent.
|
E1013685
|
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: Robyn Kershaw | Statement: [Hesher, producer, Robyn Kershaw]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robyn Kershaw Context triple: [Hesher, producer, Robyn Kershaw]
-
A.
Lynda Rooke
Lynda Rooke is a British actress known for her work in film, television, and theatre.
-
B.
Kirsten Sheridan
Kirsten Sheridan is an Irish film director and screenwriter known for character-driven dramas such as "August Rush" and "Disco Pigs."
-
C.
Kerri Gowler
Kerri Gowler is a New Zealand rower and Olympic champion known for her success in women's pair and eight events on the world stage.
-
D.
Tessa Wheeler
Tessa Wheeler was a pioneering early 20th-century British archaeologist known for her influential excavations and contributions to developing modern archaeological methods.
-
E.
Leah Haywood
Leah Haywood is an Australian singer-songwriter and producer known for both her own pop releases and her songwriting work for major international artists.
- 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: Robyn Kershaw Triple: [Hesher, producer, Robyn Kershaw]
Generated description
Robyn Kershaw is an Australian film and television producer known for backing distinctive independent projects and supporting emerging talent.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robyn Kershaw Target entity description: Robyn Kershaw is an Australian film and television producer known for backing distinctive independent projects and supporting emerging talent.
-
A.
Lynda Rooke
Lynda Rooke is a British actress known for her work in film, television, and theatre.
-
B.
Kirsten Sheridan
Kirsten Sheridan is an Irish film director and screenwriter known for character-driven dramas such as "August Rush" and "Disco Pigs."
-
C.
Kerri Gowler
Kerri Gowler is a New Zealand rower and Olympic champion known for her success in women's pair and eight events on the world stage.
-
D.
Tessa Wheeler
Tessa Wheeler was a pioneering early 20th-century British archaeologist known for her influential excavations and contributions to developing modern archaeological methods.
-
E.
Leah Haywood
Leah Haywood is an Australian singer-songwriter and producer known for both her own pop releases and her songwriting work for major international artists.
- 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_69d7bdee64a08190801c6d470aefd723 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d961d68358819095bdaab8adf1dcf0 |
completed | April 10, 2026, 8:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6b8c37eb08190a4c15cb50f84c341 |
completed | May 3, 2026, 2:53 a.m. |
| NEDg | Description generation | batch_69f6bafee83c819096469034ca32ff7d |
completed | May 3, 2026, 3:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6bb7a0ae08190813411fa677430aa |
completed | May 3, 2026, 3:05 a.m. |
Created at: April 9, 2026, 5:21 p.m.