Triple
T11075759
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marmon Group |
E261860
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Marmon Foodservice Technologies
Marmon Foodservice Technologies is a division of the Marmon Group that designs and manufactures equipment and systems for the commercial foodservice industry.
|
E902934
|
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: Marmon Foodservice Technologies | Statement: [Marmon Group, hasSubsidiary, Marmon Foodservice Technologies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marmon Foodservice Technologies Context triple: [Marmon Group, hasSubsidiary, Marmon Foodservice Technologies]
-
A.
Aramark
Aramark is a global food, facilities, and uniform services provider that operates dining, hospitality, and support services for businesses, schools, healthcare institutions, and recreational venues.
-
B.
Hillenbrand
Hillenbrand is a surname of German origin borne by various notable individuals in fields such as diplomacy, literature, and sports.
-
C.
Casella Family Brands
Casella Family Brands is a major Australian wine company best known globally for producing the Yellow Tail brand.
-
D.
Champion Foods
Champion Foods is a food manufacturing and distribution company owned by Ilitch Holdings, known for producing private-label and branded food products, particularly in the pizza and snack categories.
-
E.
Food Machinery Corporation
Food Machinery Corporation was an American industrial company best known for designing and producing military vehicles and equipment, including the widely used M113 armored personnel carrier.
- 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: Marmon Foodservice Technologies Triple: [Marmon Group, hasSubsidiary, Marmon Foodservice Technologies]
Generated description
Marmon Foodservice Technologies is a division of the Marmon Group that designs and manufactures equipment and systems for the commercial foodservice industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marmon Foodservice Technologies Target entity description: Marmon Foodservice Technologies is a division of the Marmon Group that designs and manufactures equipment and systems for the commercial foodservice industry.
-
A.
Aramark
Aramark is a global food, facilities, and uniform services provider that operates dining, hospitality, and support services for businesses, schools, healthcare institutions, and recreational venues.
-
B.
Hillenbrand
Hillenbrand is a surname of German origin borne by various notable individuals in fields such as diplomacy, literature, and sports.
-
C.
Casella Family Brands
Casella Family Brands is a major Australian wine company best known globally for producing the Yellow Tail brand.
-
D.
Champion Foods
Champion Foods is a food manufacturing and distribution company owned by Ilitch Holdings, known for producing private-label and branded food products, particularly in the pizza and snack categories.
-
E.
Food Machinery Corporation
Food Machinery Corporation was an American industrial company best known for designing and producing military vehicles and equipment, including the widely used M113 armored personnel carrier.
- 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_69d6aa9983c08190b0ef61603b69feac |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d7994fcbc081908ff8f7321c0c5892 |
completed | April 9, 2026, 12:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3c8cc77988190aad54f56dbd0f8cf |
completed | April 18, 2026, 6:09 p.m. |
| NEDg | Description generation | batch_69e3cefc00148190a1850dc6e31523c3 |
completed | April 18, 2026, 6:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3d014a644819092c76aa02b573ca9 |
completed | April 18, 2026, 6:40 p.m. |
Created at: April 8, 2026, 9:26 p.m.