Triple
T10249930
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kyle Newman |
E240312
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Heroes’ Feast: The Official Dungeons & Dragons Cookbook
Heroes’ Feast: The Official Dungeons & Dragons Cookbook is a themed culinary guide that brings the fantasy world of Dungeons & Dragons to life through recipes inspired by its races, regions, and lore.
|
E853834
|
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: Heroes’ Feast: The Official Dungeons & Dragons Cookbook | Statement: [Kyle Newman, notableWork, Heroes’ Feast: The Official Dungeons & Dragons Cookbook]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heroes’ Feast: The Official Dungeons & Dragons Cookbook Context triple: [Kyle Newman, notableWork, Heroes’ Feast: The Official Dungeons & Dragons Cookbook]
-
A.
The Cookbook
The Cookbook is the 2005 studio album by American rapper and producer Missy Elliott, showcasing her innovative blend of hip hop, R&B, and experimental production.
-
B.
Anyone Can Cook (in-universe cookbook)
"Anyone Can Cook" is the inspirational cookbook by famed chef Auguste Gusteau that champions the idea that great cooking is accessible to everyone, regardless of background or skill.
-
C.
A Wizard’s Guide to Defensive Baking
A Wizard’s Guide to Defensive Baking is a humorous and darkly whimsical fantasy novel by T. Kingfisher about a young baker with minor magical powers who must defend her city using enchanted bread and pastries.
-
D.
Magic Cauldron
Magic Cauldron is an influential essay by Eric S. Raymond that analyzes and explains the economic models and sustainability of open-source software development.
-
E.
Kobolds & Catacombs
Kobolds & Catacombs is a major Hearthstone expansion themed around dungeon-delving and treasure-hunting, introducing new cards, mechanics, and a popular single-player roguelike mode.
- 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: Heroes’ Feast: The Official Dungeons & Dragons Cookbook Triple: [Kyle Newman, notableWork, Heroes’ Feast: The Official Dungeons & Dragons Cookbook]
Generated description
Heroes’ Feast: The Official Dungeons & Dragons Cookbook is a themed culinary guide that brings the fantasy world of Dungeons & Dragons to life through recipes inspired by its races, regions, and lore.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heroes’ Feast: The Official Dungeons & Dragons Cookbook Target entity description: Heroes’ Feast: The Official Dungeons & Dragons Cookbook is a themed culinary guide that brings the fantasy world of Dungeons & Dragons to life through recipes inspired by its races, regions, and lore.
-
A.
The Cookbook
The Cookbook is the 2005 studio album by American rapper and producer Missy Elliott, showcasing her innovative blend of hip hop, R&B, and experimental production.
-
B.
Anyone Can Cook (in-universe cookbook)
"Anyone Can Cook" is the inspirational cookbook by famed chef Auguste Gusteau that champions the idea that great cooking is accessible to everyone, regardless of background or skill.
-
C.
A Wizard’s Guide to Defensive Baking
A Wizard’s Guide to Defensive Baking is a humorous and darkly whimsical fantasy novel by T. Kingfisher about a young baker with minor magical powers who must defend her city using enchanted bread and pastries.
-
D.
Magic Cauldron
Magic Cauldron is an influential essay by Eric S. Raymond that analyzes and explains the economic models and sustainability of open-source software development.
-
E.
Kobolds & Catacombs
Kobolds & Catacombs is a major Hearthstone expansion themed around dungeon-delving and treasure-hunting, introducing new cards, mechanics, and a popular single-player roguelike mode.
- 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_69d381a7e198819090280d5ab885d59e |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d23c4cd88190b99e65a074b68d6b |
completed | April 7, 2026, 9:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d6f7b66c6881908b432fbdd5ecf11e |
completed | April 9, 2026, 12:49 a.m. |
| NEDg | Description generation | batch_69d6fa303d4c8190b9f1c3addf7d8b09 |
completed | April 9, 2026, 1 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d6ff301d488190b18f1e02bbf1dada |
completed | April 9, 2026, 1:21 a.m. |
Created at: April 6, 2026, 11:28 a.m.