Triple
T16286958
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ho-Chunk, Inc. |
E395411
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Ho-Chunk Construction Group
Ho-Chunk Construction Group is a construction and contracting company operating as a subsidiary of Ho-Chunk, Inc., the economic development corporation of the Winnebago Tribe of Nebraska.
|
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 Construction Group | Statement: [Ho-Chunk, Inc., hasPart, Ho-Chunk Construction Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ho-Chunk Construction Group Context triple: [Ho-Chunk, Inc., hasPart, Ho-Chunk Construction Group]
-
A.
Hunt Construction Group
Hunt Construction Group is a major U.S. construction management and general contracting firm known for building large-scale sports venues and complex commercial projects.
-
B.
Clark Construction Group
Clark Construction Group is a major U.S.-based construction and civil engineering firm known for delivering large-scale commercial, institutional, and infrastructure projects.
-
C.
Lewis Construction
Lewis Construction is a construction company associated with entrepreneur Josh Lewis, likely providing building and contracting services.
-
D.
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.
-
E.
Atkinson Construction
Atkinson Construction is a U.S.-based construction company operating as a subsidiary of Clark Construction Group, known for delivering large-scale infrastructure and building projects.
- 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 Construction Group Triple: [Ho-Chunk, Inc., hasPart, Ho-Chunk Construction Group]
Generated description
Ho-Chunk Construction Group is a construction and contracting company operating as a subsidiary of Ho-Chunk, Inc., the economic development corporation of the Winnebago Tribe of Nebraska.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ho-Chunk Construction Group Target entity description: Ho-Chunk Construction Group is a construction and contracting company operating as a subsidiary of Ho-Chunk, Inc., the economic development corporation of the Winnebago Tribe of Nebraska.
-
A.
Hunt Construction Group
Hunt Construction Group is a major U.S. construction management and general contracting firm known for building large-scale sports venues and complex commercial projects.
-
B.
Clark Construction Group
Clark Construction Group is a major U.S.-based construction and civil engineering firm known for delivering large-scale commercial, institutional, and infrastructure projects.
-
C.
Lewis Construction
Lewis Construction is a construction company associated with entrepreneur Josh Lewis, likely providing building and contracting services.
-
D.
Ho-Chunk, Inc.
chosen
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.
-
E.
Atkinson Construction
Atkinson Construction is a U.S.-based construction company operating as a subsidiary of Clark Construction Group, known for delivering large-scale infrastructure and building projects.
- F. None of above.
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_69d87f22c7248190a54c949738441e2e |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e24915a5948190a11b8e83b7974dda |
completed | April 17, 2026, 2:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0017caaa448190a5034ddbd90d2fd5 |
completed | May 10, 2026, 5:29 a.m. |
| NEDg | Description generation | batch_6a0018951f888190b70e098e4af3a90a |
completed | May 10, 2026, 5:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00190887088190a5a0eb2cfd674c98 |
completed | May 10, 2026, 5:35 a.m. |
Created at: April 10, 2026, 5:05 a.m.