Triple

T3863410
Position Surface form Disambiguated ID Type / Status
Subject Winnebago Tribe of Nebraska E91792 entity
Predicate operates P24 FINISHED
Object Ho-Chunk, Inc.
Ho-Chunk, Inc. is the economic development corporation of the Winnebago Tribe of Nebraska, overseeing a diverse portfolio of businesses to generate revenue and support tribal self-sufficiency.
E395411 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: Ho-Chunk, Inc. | Statement: [Winnebago Tribe of Nebraska, operates, Ho-Chunk, Inc.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ho-Chunk, Inc.
Context triple: [Winnebago Tribe of Nebraska, operates, Ho-Chunk, Inc.]
  • A. 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.
  • B. United Company
    United Company was a prominent late 17th-century London theatre company formed by the merger of the King’s Company and the Duke’s Company, active during the Restoration period.
  • C. Valley Falls Company
    Valley Falls Company was a 19th-century New England textile manufacturing firm that became one of the key predecessors to what is now Berkshire Hathaway.
  • D. Gumatj Corporation
    Gumatj Corporation is an Aboriginal-owned enterprise based in the Nhulunbuy region of Australia’s Northern Territory, focused on economic development, land management, and community services for the Gumatj people.
  • E. Koniag, Inc.
    Koniag, Inc. is an Alaska Native regional corporation representing the Sugpiaq (Alutiiq) people of the Kodiak Island region, managing land, resources, and business enterprises for the benefit of its shareholders.
  • 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: Ho-Chunk, Inc.
Triple: [Winnebago Tribe of Nebraska, operates, Ho-Chunk, Inc.]
Generated description
Ho-Chunk, Inc. is the economic development corporation of the Winnebago Tribe of Nebraska, overseeing a diverse portfolio of businesses to generate revenue and support tribal self-sufficiency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ho-Chunk, Inc.
Target entity description: Ho-Chunk, Inc. is the economic development corporation of the Winnebago Tribe of Nebraska, overseeing a diverse portfolio of businesses to generate revenue and support tribal self-sufficiency.
  • A. 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.
  • B. United Company
    United Company was a prominent late 17th-century London theatre company formed by the merger of the King’s Company and the Duke’s Company, active during the Restoration period.
  • C. Valley Falls Company
    Valley Falls Company was a 19th-century New England textile manufacturing firm that became one of the key predecessors to what is now Berkshire Hathaway.
  • D. Gumatj Corporation
    Gumatj Corporation is an Aboriginal-owned enterprise based in the Nhulunbuy region of Australia’s Northern Territory, focused on economic development, land management, and community services for the Gumatj people.
  • E. Koniag, Inc.
    Koniag, Inc. is an Alaska Native regional corporation representing the Sugpiaq (Alutiiq) people of the Kodiak Island region, managing land, resources, and business enterprises for the benefit of its shareholders.
  • 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_69aed9645f348190a9868e7cef56ab7e completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeec2417648190ad010189d304d119 completed March 9, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5123ad9188190a158721a6192cdae completed March 14, 2026, 7:46 a.m.
NEDg Description generation batch_69b51336c5f8819096b0b6cee47e48e3 completed March 14, 2026, 7:50 a.m.
NED2 Entity disambiguation (via description) batch_69b513b11dcc8190a2c2e3f27b4cf25e completed March 14, 2026, 7:52 a.m.
Created at: March 9, 2026, 3:19 p.m.