Triple
T11075755
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marmon Group |
E261860
|
entity |
| Predicate | hasBusinessSegment |
P1670
|
FINISHED |
| Object |
Engineered Products
Engineered Products is a business segment of the Marmon Group that focuses on designing and manufacturing specialized, engineered components and systems for industrial and commercial applications.
|
E902931
|
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: Engineered Products | Statement: [Marmon Group, hasBusinessSegment, Engineered Products]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Engineered Products Context triple: [Marmon Group, hasBusinessSegment, Engineered Products]
-
A.
Engineered Materials
Engineered Materials is a business division of Celanese Corporation that develops and supplies specialized, high-performance material solutions for industrial and consumer applications.
-
B.
Building Products
Building Products is an industrial sector focused on manufacturing and supplying materials and components used in the construction and renovation of residential, commercial, and infrastructure projects.
-
C.
Engineering and Manufacturing
Engineering and Manufacturing is an academic division focused on preparing students for technical and industrial careers in fields such as engineering technologies, advanced manufacturing, and related applied sciences.
-
D.
Industrial Solutions
Industrial Solutions is a BASF business segment that provides specialized chemical products and system solutions for industrial applications across various sectors.
-
E.
Clinton Engineer Works
Clinton Engineer Works was a massive World War II-era industrial complex in Oak Ridge, Tennessee, built as part of the Manhattan Project to produce fissile material for the first atomic bombs.
- 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: Engineered Products Triple: [Marmon Group, hasBusinessSegment, Engineered Products]
Generated description
Engineered Products is a business segment of the Marmon Group that focuses on designing and manufacturing specialized, engineered components and systems for industrial and commercial applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Engineered Products Target entity description: Engineered Products is a business segment of the Marmon Group that focuses on designing and manufacturing specialized, engineered components and systems for industrial and commercial applications.
-
A.
Engineered Materials
Engineered Materials is a business division of Celanese Corporation that develops and supplies specialized, high-performance material solutions for industrial and consumer applications.
-
B.
Building Products
Building Products is an industrial sector focused on manufacturing and supplying materials and components used in the construction and renovation of residential, commercial, and infrastructure projects.
-
C.
Engineering and Manufacturing
Engineering and Manufacturing is an academic division focused on preparing students for technical and industrial careers in fields such as engineering technologies, advanced manufacturing, and related applied sciences.
-
D.
Industrial Solutions
Industrial Solutions is a BASF business segment that provides specialized chemical products and system solutions for industrial applications across various sectors.
-
E.
Clinton Engineer Works
Clinton Engineer Works was a massive World War II-era industrial complex in Oak Ridge, Tennessee, built as part of the Manhattan Project to produce fissile material for the first atomic bombs.
- 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.