Triple
T13768121
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Houchens Industries–L. T. Smith Stadium |
E330802
|
entity |
| Predicate | sponsor |
P67
|
FINISHED |
| Object |
Houchens Industries
Houchens Industries is a diversified, employee-owned holding company based in Kentucky with business interests spanning grocery, convenience stores, construction, and other sectors.
|
E1059852
|
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: Houchens Industries | Statement: [Houchens Industries–L. T. Smith Stadium, sponsor, Houchens Industries]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Houchens Industries Context triple: [Houchens Industries–L. T. Smith Stadium, sponsor, Houchens Industries]
-
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.
Lufkin Industries
Lufkin Industries is a manufacturing company best known for producing oilfield equipment and industrial machinery, serving as a key employer in Lufkin, Texas.
-
C.
Madison Industries
Madison Industries is a privately held industrial conglomerate based in Chicago, known for acquiring and growing a diverse portfolio of manufacturing and engineering businesses across sectors such as health, safety, and infrastructure.
-
D.
Shao Industries
Shao Industries is a company or corporate entity associated with and employing Liwen Shao.
-
E.
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.
- 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: Houchens Industries Triple: [Houchens Industries–L. T. Smith Stadium, sponsor, Houchens Industries]
Generated description
Houchens Industries is a diversified, employee-owned holding company based in Kentucky with business interests spanning grocery, convenience stores, construction, and other sectors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Houchens Industries Target entity description: Houchens Industries is a diversified, employee-owned holding company based in Kentucky with business interests spanning grocery, convenience stores, construction, and other sectors.
-
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.
Lufkin Industries
Lufkin Industries is a manufacturing company best known for producing oilfield equipment and industrial machinery, serving as a key employer in Lufkin, Texas.
-
C.
Madison Industries
Madison Industries is a privately held industrial conglomerate based in Chicago, known for acquiring and growing a diverse portfolio of manufacturing and engineering businesses across sectors such as health, safety, and infrastructure.
-
D.
Shao Industries
Shao Industries is a company or corporate entity associated with and employing Liwen Shao.
-
E.
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.
- 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_69d81c583b0081909e408a17db517a21 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de0233ecc48190b934f085d2501eb1 |
completed | April 14, 2026, 9 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7a866e7cc8190a0381f4469193b6e |
completed | May 3, 2026, 7:56 p.m. |
| NEDg | Description generation | batch_69f7a9f5549c81908a1a0b080acc3396 |
completed | May 3, 2026, 8:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7aafceea881908737a3d7613db2d5 |
completed | May 3, 2026, 8:07 p.m. |
Created at: April 9, 2026, 10:10 p.m.