Triple
T3755621
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chef Art Smith’s Homecomin’ |
E82039
|
entity |
| Predicate | servesDish |
P12772
|
FINISHED |
| Object |
Hummingbird cake
Hummingbird cake is a classic Southern dessert made with moist layers of banana and pineapple cake, warm spices, and cream cheese frosting, often topped with pecans.
|
E385975
|
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: Hummingbird cake | Statement: [Chef Art Smith’s Homecomin’, servesDish, Hummingbird cake]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hummingbird cake Context triple: [Chef Art Smith’s Homecomin’, servesDish, Hummingbird cake]
-
A.
Meringue Clouds
Meringue Clouds is a sky-themed world in New Super Mario Bros. U characterized by its airy platforms, cloud-filled landscapes, and challenging aerial levels.
-
B.
Humming Bird
The Humming Bird was a prominent mid-20th-century Louisville and Nashville Railroad passenger train that provided streamlined service through the American South.
-
C.
Black Forest cake
Black Forest cake is a classic German dessert made with layers of chocolate sponge, whipped cream, and cherries, often flavored with kirsch and decorated with chocolate shavings.
-
D.
Beecake
Beecake is a Scottish alternative rock band fronted by actor and musician Billy Boyd.
-
E.
Hummingbird
Hummingbird is the Google search algorithm update introduced to better understand user intent and the meaning of entire queries rather than just matching individual keywords.
- 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: Hummingbird cake Triple: [Chef Art Smith’s Homecomin’, servesDish, Hummingbird cake]
Generated description
Hummingbird cake is a classic Southern dessert made with moist layers of banana and pineapple cake, warm spices, and cream cheese frosting, often topped with pecans.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hummingbird cake Target entity description: Hummingbird cake is a classic Southern dessert made with moist layers of banana and pineapple cake, warm spices, and cream cheese frosting, often topped with pecans.
-
A.
Meringue Clouds
Meringue Clouds is a sky-themed world in New Super Mario Bros. U characterized by its airy platforms, cloud-filled landscapes, and challenging aerial levels.
-
B.
Humming Bird
The Humming Bird was a prominent mid-20th-century Louisville and Nashville Railroad passenger train that provided streamlined service through the American South.
-
C.
Black Forest cake
Black Forest cake is a classic German dessert made with layers of chocolate sponge, whipped cream, and cherries, often flavored with kirsch and decorated with chocolate shavings.
-
D.
Beecake
Beecake is a Scottish alternative rock band fronted by actor and musician Billy Boyd.
-
E.
Hummingbird
Hummingbird is the Google search algorithm update introduced to better understand user intent and the meaning of entire queries rather than just matching individual keywords.
- 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_69ad8b1db40081908b61ffa6b78afd4d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcb96dd908190b787b112ecd519df |
completed | March 8, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4e50bfdb0819097bdfdd38f553ada |
completed | March 14, 2026, 4:33 a.m. |
| NEDg | Description generation | batch_69b4e6c7164881909f14bf5b57916ae3 |
completed | March 14, 2026, 4:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4e74df9b481909d5286c64ae6d91a |
completed | March 14, 2026, 4:42 a.m. |
Created at: March 8, 2026, 3:35 p.m.