Triple
T13024183
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TQL Stadium |
E326257
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Total Quality Logistics
Total Quality Logistics is a major U.S.-based freight brokerage and third-party logistics company that coordinates shipping and transportation services between shippers and carriers.
|
E1014954
|
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: Total Quality Logistics | Statement: [TQL Stadium, namedAfter, Total Quality Logistics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Total Quality Logistics Context triple: [TQL Stadium, namedAfter, Total Quality Logistics]
-
A.
Energia Logistics Services
Energia Logistics Services is a subsidiary company of Russian space corporation RKK Energia that provides logistics and support services for space-related operations and projects.
-
B.
YRC Worldwide
YRC Worldwide is a large American less-than-truckload (LTL) freight transportation and logistics company headquartered in Overland Park, Kansas.
-
C.
Arvato Supply Chain Solutions
Arvato Supply Chain Solutions is a global logistics and supply chain management provider offering end-to-end services such as warehousing, fulfillment, and distribution for various industries.
-
D.
United Parcel Service (UPS)
United Parcel Service (UPS) is a global package delivery and supply chain management company known for its extensive logistics network and brown delivery trucks.
-
E.
Imperial Logistics
Imperial Logistics is a South African-based logistics and supply chain company that provides transportation, warehousing, and distribution services across Africa and other global markets.
- 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: Total Quality Logistics Triple: [TQL Stadium, namedAfter, Total Quality Logistics]
Generated description
Total Quality Logistics is a major U.S.-based freight brokerage and third-party logistics company that coordinates shipping and transportation services between shippers and carriers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Total Quality Logistics Target entity description: Total Quality Logistics is a major U.S.-based freight brokerage and third-party logistics company that coordinates shipping and transportation services between shippers and carriers.
-
A.
Energia Logistics Services
Energia Logistics Services is a subsidiary company of Russian space corporation RKK Energia that provides logistics and support services for space-related operations and projects.
-
B.
YRC Worldwide
YRC Worldwide is a large American less-than-truckload (LTL) freight transportation and logistics company headquartered in Overland Park, Kansas.
-
C.
Arvato Supply Chain Solutions
Arvato Supply Chain Solutions is a global logistics and supply chain management provider offering end-to-end services such as warehousing, fulfillment, and distribution for various industries.
-
D.
United Parcel Service (UPS)
United Parcel Service (UPS) is a global package delivery and supply chain management company known for its extensive logistics network and brown delivery trucks.
-
E.
Imperial Logistics
Imperial Logistics is a South African-based logistics and supply chain company that provides transportation, warehousing, and distribution services across Africa and other global markets.
- 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_69d8076cc45c81908123123f43e69266 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97efac71881908a21d70c3c6ce099 |
completed | April 10, 2026, 10:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6c11c1f6c8190be1c570a7e44a313 |
completed | May 3, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69f6c20aff008190a1a10ac02ed08726 |
completed | May 3, 2026, 3:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6c2de143c81908164f5df2b92e5c3 |
completed | May 3, 2026, 3:37 a.m. |
Created at: April 9, 2026, 8:52 p.m.