Triple
T4424202
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Caterpillar Inc. |
E95171
|
entity |
| Predicate | formedByMergerOf |
P77
|
FINISHED |
| Object |
Holt Manufacturing Company
Holt Manufacturing Company was an early 20th-century American tractor and heavy machinery pioneer whose merger helped create what is now Caterpillar Inc.
|
E437167
|
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: Holt Manufacturing Company | Statement: [Caterpillar Inc., formedByMergerOf, Holt Manufacturing Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Holt Manufacturing Company Context triple: [Caterpillar Inc., formedByMergerOf, Holt Manufacturing Company]
-
A.
Hathaway Manufacturing Company
Hathaway Manufacturing Company was a New England textile firm that later became part of Warren Buffett’s conglomerate Berkshire Hathaway.
-
B.
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.
-
C.
Hahn Company
Hahn Company was a real estate development firm that became part of the lineage leading to the major North American property company TrizecHahn.
-
D.
Lubin Manufacturing Company
Lubin Manufacturing Company was an early American film production company and studio, active in the silent era and known for its role in the development of the motion picture industry.
-
E.
Staley Manufacturing Company
Staley Manufacturing Company was an early 20th-century American food processing firm, best known for its corn products and for founding the football team that became the Chicago Bears.
- 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: Holt Manufacturing Company Triple: [Caterpillar Inc., formedByMergerOf, Holt Manufacturing Company]
Generated description
Holt Manufacturing Company was an early 20th-century American tractor and heavy machinery pioneer whose merger helped create what is now Caterpillar Inc.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Holt Manufacturing Company Target entity description: Holt Manufacturing Company was an early 20th-century American tractor and heavy machinery pioneer whose merger helped create what is now Caterpillar Inc.
-
A.
Hathaway Manufacturing Company
Hathaway Manufacturing Company was a New England textile firm that later became part of Warren Buffett’s conglomerate Berkshire Hathaway.
-
B.
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.
-
C.
Hahn Company
Hahn Company was a real estate development firm that became part of the lineage leading to the major North American property company TrizecHahn.
-
D.
Lubin Manufacturing Company
Lubin Manufacturing Company was an early American film production company and studio, active in the silent era and known for its role in the development of the motion picture industry.
-
E.
Staley Manufacturing Company
Staley Manufacturing Company was an early 20th-century American food processing firm, best known for its corn products and for founding the football team that became the Chicago Bears.
- 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_69b3453a36908190b95a79a297ca083c |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3554ca5208190ba2661616dcf071c |
completed | March 13, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f62f7eb88190a02669845126e790 |
completed | March 14, 2026, 11:58 p.m. |
| NEDg | Description generation | batch_69b5f6c8a58481908d7bd3d4cfaf265c |
completed | March 15, 2026, 12:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5f73f38d481908ad44dfd33de85ca |
completed | March 15, 2026, 12:03 a.m. |
Created at: March 12, 2026, 11:30 p.m.