Triple
T19953784
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Timken family |
E479630
|
entity |
| Predicate | foundedCompany |
P46924
|
FINISHED |
| Object |
Timken Company
Timken Company is a global industrial manufacturer best known for its engineered bearings and power transmission products used across automotive, aerospace, and heavy industry sectors.
|
E1403564
|
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: Timken Company | Statement: [Timken family, foundedCompany, Timken Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Timken Company Context triple: [Timken family, foundedCompany, Timken Company]
-
A.
Federal Bearings Company
Federal Bearings Company was an American manufacturer of industrial and automotive bearings that later became part of the company known as Federal-Mogul.
-
B.
Stanley Works
Stanley Works is a historic American tool and hardware manufacturing company best known as a predecessor to Stanley Black & Decker.
-
C.
JTEKT Corporation
JTEKT Corporation is a Japanese manufacturer of automotive components, bearings, and machine tools, known as a key supplier within the Toyota Group.
-
D.
Ingersoll-Rand plc
Ingersoll-Rand plc was a diversified industrial manufacturing company known for its air compressors, power tools, and climate control technologies before its reorganization into Trane Technologies and a new Ingersoll Rand.
-
E.
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.
- 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: Timken Company Triple: [Timken family, foundedCompany, Timken Company]
Generated description
Timken Company is a global industrial manufacturer best known for its engineered bearings and power transmission products used across automotive, aerospace, and heavy industry sectors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Timken Company Target entity description: Timken Company is a global industrial manufacturer best known for its engineered bearings and power transmission products used across automotive, aerospace, and heavy industry sectors.
-
A.
Federal Bearings Company
Federal Bearings Company was an American manufacturer of industrial and automotive bearings that later became part of the company known as Federal-Mogul.
-
B.
Stanley Works
Stanley Works is a historic American tool and hardware manufacturing company best known as a predecessor to Stanley Black & Decker.
-
C.
JTEKT Corporation
JTEKT Corporation is a Japanese manufacturer of automotive components, bearings, and machine tools, known as a key supplier within the Toyota Group.
-
D.
Ingersoll-Rand plc
Ingersoll-Rand plc was a diversified industrial manufacturing company known for its air compressors, power tools, and climate control technologies before its reorganization into Trane Technologies and a new Ingersoll Rand.
-
E.
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.
- 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_69d8e522a17c819095165d4d24939fd8 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65aee23488190bd92c1593fbc241c |
completed | April 20, 2026, 4:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07f6f6b3b8819095610f80c7ab94d1 |
completed | May 16, 2026, 4:47 a.m. |
| NEDg | Description generation | batch_6a07f79a4e5081908b92f3268f43fe5a |
completed | May 16, 2026, 4:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07f813ea288190825eebcc1bf705b3 |
completed | May 16, 2026, 4:52 a.m. |
Created at: April 10, 2026, 1:54 p.m.