Triple
T11075762
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marmon Group |
E261860
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Marmon Industrial Products
Marmon Industrial Products is a business unit within the Marmon Group that focuses on manufacturing and supplying specialized industrial components and equipment for a range of commercial and industrial applications.
|
E261860
|
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 Industrial Products | Statement: [Marmon Group, hasSubsidiary, Marmon Industrial Products]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marmon Industrial Products Context triple: [Marmon Group, hasSubsidiary, Marmon Industrial Products]
-
A.
Marmon Group
Marmon Group is a large American industrial holding company with diversified manufacturing and service businesses, historically owned and developed by the Pritzker family.
-
B.
Baldwin-Lima-Hamilton Corporation
Baldwin-Lima-Hamilton Corporation was a major mid-20th-century American manufacturer formed through mergers that produced locomotives, construction equipment, and industrial machinery.
-
C.
Litton Industries
Litton Industries was a major American conglomerate best known for its diversified operations in electronics, defense, and industrial manufacturing during the mid-20th century.
-
D.
Republic Industries
Republic Industries was a diversified American holding company that grew rapidly through acquisitions in waste management, auto dealerships, and car rental services before evolving into what became AutoNation and Republic Services.
-
E.
Studebaker-Worthington
Studebaker-Worthington was an American diversified manufacturing conglomerate formed in the 1960s through mergers involving the historic Studebaker automobile company and other industrial firms.
- 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 Industrial Products Triple: [Marmon Group, hasSubsidiary, Marmon Industrial Products]
Generated description
Marmon Industrial Products is a business unit within the Marmon Group that focuses on manufacturing and supplying specialized industrial components and equipment for a range of commercial and industrial applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marmon Industrial Products Target entity description: Marmon Industrial Products is a business unit within the Marmon Group that focuses on manufacturing and supplying specialized industrial components and equipment for a range of commercial and industrial applications.
-
A.
Marmon Group
chosen
Marmon Group is a large American industrial holding company with diversified manufacturing and service businesses, historically owned and developed by the Pritzker family.
-
B.
Baldwin-Lima-Hamilton Corporation
Baldwin-Lima-Hamilton Corporation was a major mid-20th-century American manufacturer formed through mergers that produced locomotives, construction equipment, and industrial machinery.
-
C.
Litton Industries
Litton Industries was a major American conglomerate best known for its diversified operations in electronics, defense, and industrial manufacturing during the mid-20th century.
-
D.
Republic Industries
Republic Industries was a diversified American holding company that grew rapidly through acquisitions in waste management, auto dealerships, and car rental services before evolving into what became AutoNation and Republic Services.
-
E.
Studebaker-Worthington
Studebaker-Worthington was an American diversified manufacturing conglomerate formed in the 1960s through mergers involving the historic Studebaker automobile company and other industrial firms.
- F. None of above.
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_69e441b1b4dc8190a572d4d6269540cd |
completed | April 19, 2026, 2:45 a.m. |
| NEDg | Description generation | batch_69e44c0606408190819b9d3fd58f818f |
completed | April 19, 2026, 3:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4510dc55081908f89aab15726b2a8 |
completed | April 19, 2026, 3:50 a.m. |
Created at: April 8, 2026, 9:26 p.m.