Triple

T18974479
Position Surface form Disambiguated ID Type / Status
Subject Hamilton Urban Precinct Entertainment Group E464255 entity
Predicate shortName P43 FINISHED
Object HUPEG
HUPEG is an entertainment and development organization associated with the Hamilton Urban Precinct, focused on revitalizing and managing downtown Hamilton’s sports, entertainment, and event facilities.
 E1352718 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: HUPEG | Statement: [Hamilton Urban Precinct Entertainment Group, shortName, HUPEG]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: HUPEG
Context triple: [Hamilton Urban Precinct Entertainment Group, shortName, HUPEG]
  • A. Hugen
    Hugen is an alternative name variant of Huygens, most likely referring to the Dutch mathematician and physicist Christiaan Huygens.
  • B. Hu
    Hu is a common Chinese surname borne by many notable figures, including former Chinese president Hu Jintao.
  • C. HUBG
    HUBG is the stock ticker symbol for Hub Group, a North American asset-light freight transportation management company specializing in intermodal, truck brokerage, and logistics services.
  • D. Hegü
    Hegü is an alternative name for the Eudeve language, an indigenous Uto-Aztecan language historically spoken in northern Mexico.
  • E. HAG
    HAG is the abbreviation for the Hagerstown Flying Boxcars, a sports team based in Hagerstown, Maryland.
  • 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: HUPEG
Triple: [Hamilton Urban Precinct Entertainment Group, shortName, HUPEG]
Generated description
HUPEG is an entertainment and development organization associated with the Hamilton Urban Precinct, focused on revitalizing and managing downtown Hamilton’s sports, entertainment, and event facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: HUPEG
Target entity description: HUPEG is an entertainment and development organization associated with the Hamilton Urban Precinct, focused on revitalizing and managing downtown Hamilton’s sports, entertainment, and event facilities.
  • A. Hugen
    Hugen is an alternative name variant of Huygens, most likely referring to the Dutch mathematician and physicist Christiaan Huygens.
  • B. Hu
    Hu is a common Chinese surname borne by many notable figures, including former Chinese president Hu Jintao.
  • C. HUBG
    HUBG is the stock ticker symbol for Hub Group, a North American asset-light freight transportation management company specializing in intermodal, truck brokerage, and logistics services.
  • D. Hegü
    Hegü is an alternative name for the Eudeve language, an indigenous Uto-Aztecan language historically spoken in northern Mexico.
  • E. HAG
    HAG is the abbreviation for the Hagerstown Flying Boxcars, a sports team based in Hagerstown, Maryland.
  • 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_69d8dd008af48190a97ff1c6488edf1b completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d61e71988190817cada25672a1ce completed April 20, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05ad3da2a881908488f18f35a34428 completed May 14, 2026, 11:08 a.m.
NEDg Description generation batch_6a05af056a0c8190969f3b7a371aa453 completed May 14, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_6a05afb1c02481909018f47be226f486 completed May 14, 2026, 11:19 a.m.
Created at: April 10, 2026, noon