Triple
T14500129
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forest City, Iowa |
E359611
|
entity |
| Predicate | isKnownFor |
P22
|
FINISHED |
| Object |
Winnebago Industries
Winnebago Industries is a leading American manufacturer of motorhomes and recreational vehicles, recognized as one of the most iconic RV brands in the United States.
|
E1101993
|
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: Winnebago Industries | Statement: [Forest City, Iowa, isKnownFor, Winnebago Industries]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Winnebago Industries Context triple: [Forest City, Iowa, isKnownFor, Winnebago Industries]
-
A.
Winnebago
Winnebago is the former English name for the Ho-Chunk, a Native American people originally from the Wisconsin and Illinois region.
-
B.
Navistar International Corporation
Navistar International Corporation is a major American manufacturer of commercial trucks, buses, and diesel engines, best known for its International brand of vehicles.
-
C.
Motor Coach Industries
Motor Coach Industries is a leading North American manufacturer of intercity and tour motorcoaches widely used by commercial operators and public transit agencies.
-
D.
Santa Fe Industries
Santa Fe Industries was a diversified American holding company best known for owning and operating the Atchison, Topeka and Santa Fe Railway and related transportation and energy businesses in the late 20th century.
-
E.
Mack Trucks
Mack Trucks is a historic American truck manufacturing company best known for its heavy-duty commercial vehicles and iconic bulldog logo.
- 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: Winnebago Industries Triple: [Forest City, Iowa, isKnownFor, Winnebago Industries]
Generated description
Winnebago Industries is a leading American manufacturer of motorhomes and recreational vehicles, recognized as one of the most iconic RV brands in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Winnebago Industries Target entity description: Winnebago Industries is a leading American manufacturer of motorhomes and recreational vehicles, recognized as one of the most iconic RV brands in the United States.
-
A.
Winnebago
Winnebago is the former English name for the Ho-Chunk, a Native American people originally from the Wisconsin and Illinois region.
-
B.
Navistar International Corporation
Navistar International Corporation is a major American manufacturer of commercial trucks, buses, and diesel engines, best known for its International brand of vehicles.
-
C.
Motor Coach Industries
Motor Coach Industries is a leading North American manufacturer of intercity and tour motorcoaches widely used by commercial operators and public transit agencies.
-
D.
Santa Fe Industries
Santa Fe Industries was a diversified American holding company best known for owning and operating the Atchison, Topeka and Santa Fe Railway and related transportation and energy businesses in the late 20th century.
-
E.
Mack Trucks
Mack Trucks is a historic American truck manufacturing company best known for its heavy-duty commercial vehicles and iconic bulldog logo.
- 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_69d8279740308190af9df93a3af8592e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de94dfe484819086dd971606e6478e |
completed | April 14, 2026, 7:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd6d99a7948190a3ff01e7b74aaa1e |
completed | May 8, 2026, 4:59 a.m. |
| NEDg | Description generation | batch_69fd6eb86d1881908a326d448cf479da |
completed | May 8, 2026, 5:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd6f6c62088190a1ecaf0995e3f112 |
completed | May 8, 2026, 5:06 a.m. |
Created at: April 10, 2026, 1:21 a.m.