Triple
T16408357
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Darren Morfitt |
E398492
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Helen Latham
Helen Latham is a British actress best known for her role as Lucy Milligan in the television series "Hollyoaks."
|
E1212722
|
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: Helen Latham | Statement: [Darren Morfitt, spouse, Helen Latham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Helen Latham Context triple: [Darren Morfitt, spouse, Helen Latham]
-
A.
Anne Stevenson
Anne Stevenson was a British-American poet and critic known for her incisive verse, biographical writing, and contributions to contemporary poetry.
-
B.
Doris Shadbolt
Doris Shadbolt was a prominent Canadian art curator, historian, and author known for her influential work in modern and Indigenous art.
-
C.
Elizabeth Ellen Hulme
Elizabeth Ellen Hulme was the wife of industrialist and philanthropist William Lever, 1st Viscount Leverhulme, in whose memory he founded the Lady Lever Art Gallery.
-
D.
Elizabeth Gerard
Elizabeth Gerard was a British noblewoman best known as the wife of James Hamilton, 4th Duke of Hamilton, and a member of the prominent Gerard family.
-
E.
Kathryn Hulme
Kathryn Hulme was an American novelist and humanitarian best known for writing the 1956 novel "The Nun's Story," which was later adapted into a successful film.
- 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: Helen Latham Triple: [Darren Morfitt, spouse, Helen Latham]
Generated description
Helen Latham is a British actress best known for her role as Lucy Milligan in the television series "Hollyoaks."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Helen Latham Target entity description: Helen Latham is a British actress best known for her role as Lucy Milligan in the television series "Hollyoaks."
-
A.
Anne Stevenson
Anne Stevenson was a British-American poet and critic known for her incisive verse, biographical writing, and contributions to contemporary poetry.
-
B.
Doris Shadbolt
Doris Shadbolt was a prominent Canadian art curator, historian, and author known for her influential work in modern and Indigenous art.
-
C.
Elizabeth Ellen Hulme
Elizabeth Ellen Hulme was the wife of industrialist and philanthropist William Lever, 1st Viscount Leverhulme, in whose memory he founded the Lady Lever Art Gallery.
-
D.
Elizabeth Gerard
Elizabeth Gerard was a British noblewoman best known as the wife of James Hamilton, 4th Duke of Hamilton, and a member of the prominent Gerard family.
-
E.
Kathryn Hulme
Kathryn Hulme was an American novelist and humanitarian best known for writing the 1956 novel "The Nun's Story," which was later adapted into a successful film.
- 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_69d87f2950248190bc8ad9b9bebdc8c8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32870e44c8190aae7bc6e6022ceb7 |
completed | April 18, 2026, 6:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00457d9f4081908a5f28eeafc44695 |
completed | May 10, 2026, 8:44 a.m. |
| NEDg | Description generation | batch_6a00469f5d8081908c21fc30dcb5d5b8 |
completed | May 10, 2026, 8:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0047322384819082a95f9a6f5a53fc |
completed | May 10, 2026, 8:52 a.m. |
Created at: April 10, 2026, 5:09 a.m.