Triple
T2272421
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fargo, North Dakota |
E50689
|
entity |
| Predicate | majorEmployer |
P588
|
FINISHED |
| Object |
Bobcat Company
Bobcat Company is an American manufacturer best known for its compact construction and agricultural equipment, including skid-steer loaders and mini excavators.
|
E250168
|
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: Bobcat Company | Statement: [Fargo, North Dakota, majorEmployer, Bobcat Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bobcat Company Context triple: [Fargo, North Dakota, majorEmployer, Bobcat Company]
-
A.
Task Force 67
Task Force 67 was a U.S. Navy surface combat group in the Pacific Theater of World War II, noted for its involvement in the Guadalcanal campaign and related naval battles.
-
B.
Task Force 77
Task Force 77 was a U.S. Navy carrier task force in the Pacific, best known for coordinating major naval air operations during the Korean and Vietnam Wars.
-
C.
601 Commando Company
601 Commando Company is an elite special operations unit of the Argentine Army known for conducting high-risk commando and unconventional warfare missions.
-
D.
602 Commando Company
602 Commando Company is an elite special operations unit of the Argentine Army known for its role in high-risk and unconventional warfare missions.
-
E.
Task Force Ranger
Task Force Ranger was a U.S. special operations unit composed of elite Army Rangers, Delta Force operators, and other special forces, best known for its role in the 1993 Battle of Mogadishu in Somalia.
- 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: Bobcat Company Triple: [Fargo, North Dakota, majorEmployer, Bobcat Company]
Generated description
Bobcat Company is an American manufacturer best known for its compact construction and agricultural equipment, including skid-steer loaders and mini excavators.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bobcat Company Target entity description: Bobcat Company is an American manufacturer best known for its compact construction and agricultural equipment, including skid-steer loaders and mini excavators.
-
A.
Task Force 67
Task Force 67 was a U.S. Navy surface combat group in the Pacific Theater of World War II, noted for its involvement in the Guadalcanal campaign and related naval battles.
-
B.
Task Force 77
Task Force 77 was a U.S. Navy carrier task force in the Pacific, best known for coordinating major naval air operations during the Korean and Vietnam Wars.
-
C.
601 Commando Company
601 Commando Company is an elite special operations unit of the Argentine Army known for conducting high-risk commando and unconventional warfare missions.
-
D.
602 Commando Company
602 Commando Company is an elite special operations unit of the Argentine Army known for its role in high-risk and unconventional warfare missions.
-
E.
Task Force Ranger
Task Force Ranger was a U.S. special operations unit composed of elite Army Rangers, Delta Force operators, and other special forces, best known for its role in the 1993 Battle of Mogadishu in Somalia.
- 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_69a88b05910c8190a9a2b1ff230c85f9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc1e872448190a1d6c6071b2a294b |
completed | March 7, 2026, 6:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae71db927c8190a76cfb873039b04b |
completed | March 9, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69ae7486bf808190a732e5eb7744b087 |
completed | March 9, 2026, 7:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae74eb89448190895fab4a493c6d08 |
completed | March 9, 2026, 7:21 a.m. |
Created at: March 4, 2026, 7:48 p.m.