Triple
T20407654
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Complicated |
E500512
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Graham Edwards
Graham Edwards is a British fantasy author best known for his dragon-centered novels and richly imaginative world-building.
|
E1431092
|
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: Graham Edwards | Statement: [Complicated, writer, Graham Edwards]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Graham Edwards Context triple: [Complicated, writer, Graham Edwards]
-
A.
Graham Edwards
Graham Edwards is a British songwriter and producer best known as a member of the pop songwriting and production team The Matrix, which has crafted hits for numerous major artists.
-
B.
Graham Sharp
Graham Sharp is an American banjo player, singer, and songwriter best known as a founding member of the bluegrass band Steep Canyon Rangers.
-
C.
Graham Roland
Graham Roland is an American television writer and producer known for developing and writing action and thriller series, including co-creating the Tom Clancy adaptation "Jack Ryan."
-
D.
Graham Rogers
Graham Rogers is an American actor known for his roles in television series such as "The Kominsky Method," "Quantico," and "Atypical."
-
E.
Graham Crowley
Graham Crowley is a British painter known for his figurative and landscape works and for his influential role in contemporary British art since the late 20th century.
- 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: Graham Edwards Triple: [Complicated, writer, Graham Edwards]
Generated description
Graham Edwards is a British fantasy author best known for his dragon-centered novels and richly imaginative world-building.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Graham Edwards Target entity description: Graham Edwards is a British fantasy author best known for his dragon-centered novels and richly imaginative world-building.
-
A.
Graham Edwards
Graham Edwards is a British songwriter and producer best known as a member of the pop songwriting and production team The Matrix, which has crafted hits for numerous major artists.
-
B.
Graham Sharp
Graham Sharp is an American banjo player, singer, and songwriter best known as a founding member of the bluegrass band Steep Canyon Rangers.
-
C.
Graham Roland
Graham Roland is an American television writer and producer known for developing and writing action and thriller series, including co-creating the Tom Clancy adaptation "Jack Ryan."
-
D.
Graham Rogers
Graham Rogers is an American actor known for his roles in television series such as "The Kominsky Method," "Quantico," and "Atypical."
-
E.
Graham Crowley
Graham Crowley is a British painter known for his figurative and landscape works and for his influential role in contemporary British art since the late 20th century.
- 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_69e0b4a81bec8190b69adfdc1336a015 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e67993dc7081908ebd54ec92e712ea |
completed | April 20, 2026, 7:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0883ec6b8c8190aeb3ef7443a64330 |
completed | May 16, 2026, 2:49 p.m. |
| NEDg | Description generation | batch_6a08857a27f881908a7dab5ef4506a17 |
completed | May 16, 2026, 2:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0885f9e7d88190b3085f68add016d1 |
completed | May 16, 2026, 2:58 p.m. |
Created at: April 16, 2026, 11:29 a.m.