Triple

T16379079
Position Surface form Disambiguated ID Type / Status
Subject Rhys Williams E397752 entity
Predicate employer P7 FINISHED
Object Hanson Haulage
Hanson Haulage is a transport and logistics company specializing in the movement of goods by road.
 E1211052 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: Hanson Haulage | Statement: [Rhys Williams, employer, Hanson Haulage]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hanson Haulage
Context triple: [Rhys Williams, employer, Hanson Haulage]
  • 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. YRC Worldwide
    YRC Worldwide is a large American less-than-truckload (LTL) freight transportation and logistics company headquartered in Overland Park, Kansas.
  • C. UniFirst Corporation
    UniFirst Corporation is an American company specializing in the manufacture, rental, and servicing of workwear and uniforms for businesses across various industries.
  • D. J. B. Hunt
    J. B. Hunt was an American entrepreneur best known as the founder of J.B. Hunt Transport Services, one of the largest trucking and logistics companies in the United States.
  • E. National Freight Corporation
    National Freight Corporation was a major British state-owned road haulage and logistics company that played a central role in the UK’s freight transport industry in the mid-20th century.
  • 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: Hanson Haulage
Triple: [Rhys Williams, employer, Hanson Haulage]
Generated description
Hanson Haulage is a transport and logistics company specializing in the movement of goods by road.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hanson Haulage
Target entity description: Hanson Haulage is a transport and logistics company specializing in the movement of goods by road.
  • 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. YRC Worldwide
    YRC Worldwide is a large American less-than-truckload (LTL) freight transportation and logistics company headquartered in Overland Park, Kansas.
  • C. UniFirst Corporation
    UniFirst Corporation is an American company specializing in the manufacture, rental, and servicing of workwear and uniforms for businesses across various industries.
  • D. J. B. Hunt
    J. B. Hunt was an American entrepreneur best known as the founder of J.B. Hunt Transport Services, one of the largest trucking and logistics companies in the United States.
  • E. National Freight Corporation
    National Freight Corporation was a major British state-owned road haulage and logistics company that played a central role in the UK’s freight transport industry in the mid-20th century.
  • 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_69d87f2880b48190ae1a9673a3bbef80 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e319da3c6c8190a9ccf744996c31e8 completed April 18, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00356658e881908131a3c60ed5499d completed May 10, 2026, 7:36 a.m.
NEDg Description generation batch_6a00383a7180819092ea605aa8ef1672 completed May 10, 2026, 7:48 a.m.
NED2 Entity disambiguation (via description) batch_6a00391645ac819092a06dc6813604fa completed May 10, 2026, 7:51 a.m.
Created at: April 10, 2026, 5:08 a.m.