Triple

T12282202
Position Surface form Disambiguated ID Type / Status
Subject HubSpot E292741 entity
Predicate tickerSymbol P1447 FINISHED
Object HUBS
HUBS is the stock ticker symbol for HubSpot, a leading provider of inbound marketing, sales, and customer service software.
 E974239 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: HUBS | Statement: [HubSpot, tickerSymbol, HUBS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: HUBS
Context triple: [HubSpot, tickerSymbol, HUBS]
  • A. HUB
    HUB is an independent record label known for releasing music by artists such as Dawes, including their album "All Your Favorite Bands."
  • B. The Hub
    The Hub was a 19th-century American periodical associated with reformist and intellectual writing, for which civil rights advocate and author Archibald Grimké contributed.
  • C. The Hub
    The Hub is a prominent landmark and cultural venue in Edinburgh, Scotland, known for hosting arts and performance events, especially during the city's major festivals.
  • D. The Hub
    The Hub was a U.S. cable television channel (later rebranded as Discovery Family) known for airing family-oriented and children’s programming, including series tied to popular toy and entertainment franchises.
  • E. The Hub
    The Hub is a well-known nickname for Boston, Massachusetts, reflecting its historical role as a central cultural, intellectual, and political center in the United States.
  • 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: HUBS
Triple: [HubSpot, tickerSymbol, HUBS]
Generated description
HUBS is the stock ticker symbol for HubSpot, a leading provider of inbound marketing, sales, and customer service software.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: HUBS
Target entity description: HUBS is the stock ticker symbol for HubSpot, a leading provider of inbound marketing, sales, and customer service software.
  • A. HUB
    HUB is an independent record label known for releasing music by artists such as Dawes, including their album "All Your Favorite Bands."
  • B. The Hub
    The Hub was a 19th-century American periodical associated with reformist and intellectual writing, for which civil rights advocate and author Archibald Grimké contributed.
  • C. The Hub
    The Hub is a prominent landmark and cultural venue in Edinburgh, Scotland, known for hosting arts and performance events, especially during the city's major festivals.
  • D. The Hub
    The Hub was a U.S. cable television channel (later rebranded as Discovery Family) known for airing family-oriented and children’s programming, including series tied to popular toy and entertainment franchises.
  • E. The Hub
    The Hub is a well-known nickname for Boston, Massachusetts, reflecting its historical role as a central cultural, intellectual, and political center in the United States.
  • 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_69d6ab690ad081908c0ed3870ec82d53 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cf2b09c81908a11581d33f65be0 completed April 10, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e70dec8819098199fbb54d888c1 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f5bc1fc8190af9d74acc307ebe1 completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f6203ef5008190af9103460b096cff completed May 2, 2026, 4:03 p.m.
Created at: April 8, 2026, 9:52 p.m.