Triple
T16679639
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Richard Hughes |
E405304
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Hopes and Fears
Hopes and Fears is a work by British writer Richard Hughes, best known for its exploration of psychological and emotional themes characteristic of his literary style.
|
E1247321
|
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: Hopes and Fears | Statement: [Richard Hughes, notableWork, Hopes and Fears]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hopes and Fears Context triple: [Richard Hughes, notableWork, Hopes and Fears]
-
A.
Hopes and Fears
Hopes and Fears is the debut studio album by English band Keane, known for its piano-driven alternative rock sound and hit singles like "Somewhere Only We Know" and "Everybody's Changing."
-
B.
Hopes and Impediments
Hopes and Impediments is a collection of essays by Chinua Achebe that explores African literature, culture, and postcolonial identity.
-
C.
On Hope
"On Hope" is a 1994 short drama film, written by David Koepp, that explores themes of friendship and resilience and earned an Academy Award nomination for Best Live Action Short Film.
-
D.
The Lack of Hope
"The Lack of Hope" is a track by the artist Viol, likely characterized by dark, melancholic electronic or industrial tones reflecting its bleak title.
-
E.
Dispelling the Fears
"Dispelling the Fears" is a contemporary orchestral work by British composer Mark-Anthony Turnage, noted for its intense, expressive sound world and inventive use of modern orchestral color.
- 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: Hopes and Fears Triple: [Richard Hughes, notableWork, Hopes and Fears]
Generated description
Hopes and Fears is a work by British writer Richard Hughes, best known for its exploration of psychological and emotional themes characteristic of his literary style.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hopes and Fears Target entity description: Hopes and Fears is a work by British writer Richard Hughes, best known for its exploration of psychological and emotional themes characteristic of his literary style.
-
A.
Hopes and Fears
Hopes and Fears is the debut studio album by English band Keane, known for its piano-driven alternative rock sound and hit singles like "Somewhere Only We Know" and "Everybody's Changing."
-
B.
Hopes and Impediments
Hopes and Impediments is a collection of essays by Chinua Achebe that explores African literature, culture, and postcolonial identity.
-
C.
On Hope
"On Hope" is a 1994 short drama film, written by David Koepp, that explores themes of friendship and resilience and earned an Academy Award nomination for Best Live Action Short Film.
-
D.
The Lack of Hope
"The Lack of Hope" is a track by the artist Viol, likely characterized by dark, melancholic electronic or industrial tones reflecting its bleak title.
-
E.
Dispelling the Fears
"Dispelling the Fears" is a contemporary orchestral work by British composer Mark-Anthony Turnage, noted for its intense, expressive sound world and inventive use of modern orchestral color.
- 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_69d8838c28748190b3f5967c743940ab |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37d6e74ec81909ea95c3e4b0113ab |
completed | April 18, 2026, 12:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0123257b908190819986393cb35748 |
completed | May 11, 2026, 12:30 a.m. |
| NEDg | Description generation | batch_6a012433d4e08190a0e0cb9c82105340 |
completed | May 11, 2026, 12:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01248b53d88190a4ec4fa6cee89bb1 |
completed | May 11, 2026, 12:36 a.m. |
Created at: April 10, 2026, 5:19 a.m.