Triple
T1972794
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oak Brook, Illinois |
E42838
|
entity |
| Predicate | hasCorporateHeadquarters |
P10544
|
FINISHED |
| Object |
Hub Group
Hub Group is a North American supply chain solutions company specializing in intermodal, truck brokerage, and logistics services.
|
E223890
|
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: Hub Group | Statement: [Oak Brook, Illinois, hasCorporateHeadquarters, Hub Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hub Group Context triple: [Oak Brook, Illinois, hasCorporateHeadquarters, Hub Group]
-
A.
Sky Group
Sky Group is a major European media and telecommunications conglomerate best known for its satellite television, broadband, and streaming services.
-
B.
Arena Group
Arena Group is a digital media company that owns and operates a portfolio of sports, lifestyle, and financial publications, including Sports Illustrated.
-
C.
Peterson Group
Peterson Group is a property investment and development company known for owning and managing prominent commercial real estate assets in the United Kingdom.
-
D.
Stagecoach Group
Stagecoach Group is a major UK-based transport company best known for operating bus, coach, and rail services in the United Kingdom and abroad.
-
E.
Penske Automotive Group
Penske Automotive Group is a large international transportation services company and one of the world’s leading automotive and commercial truck retailers.
- 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: Hub Group Triple: [Oak Brook, Illinois, hasCorporateHeadquarters, Hub Group]
Generated description
Hub Group is a North American supply chain solutions company specializing in intermodal, truck brokerage, and logistics services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hub Group Target entity description: Hub Group is a North American supply chain solutions company specializing in intermodal, truck brokerage, and logistics services.
-
A.
Sky Group
Sky Group is a major European media and telecommunications conglomerate best known for its satellite television, broadband, and streaming services.
-
B.
Arena Group
Arena Group is a digital media company that owns and operates a portfolio of sports, lifestyle, and financial publications, including Sports Illustrated.
-
C.
Peterson Group
Peterson Group is a property investment and development company known for owning and managing prominent commercial real estate assets in the United Kingdom.
-
D.
Stagecoach Group
Stagecoach Group is a major UK-based transport company best known for operating bus, coach, and rail services in the United Kingdom and abroad.
-
E.
Penske Automotive Group
Penske Automotive Group is a large international transportation services company and one of the world’s leading automotive and commercial truck retailers.
- 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_69a8871289048190b00b0d7744b7b2b1 |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb3f477988190b0165fc46b1cccfd |
completed | March 7, 2026, 5:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae032368508190a67fae314d0e6b21 |
completed | March 8, 2026, 11:15 p.m. |
| NEDg | Description generation | batch_69ae057cc1a08190895031fa6c095f49 |
completed | March 8, 2026, 11:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0751eff4819086e5469a2c56a24d |
completed | March 8, 2026, 11:33 p.m. |
Created at: March 4, 2026, 7:36 p.m.