Triple

T18642951
Position Surface form Disambiguated ID Type / Status
Subject Angie’s List E455733 entity
Predicate competesWith P1375 FINISHED
Object Thumbtack
Thumbtack is an online marketplace that connects consumers with local service professionals for tasks such as home improvement, repairs, and personal services.
 E455733 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: Thumbtack | Statement: [Angie’s List, competesWith, Thumbtack]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thumbtack
Context triple: [Angie’s List, competesWith, Thumbtack]
  • A. Groupon
    Groupon is an American e-commerce marketplace that connects subscribers with local merchants by offering discounted deals on activities, goods, and services.
  • B. Angie’s List
    Angie’s List is an online marketplace and review platform where consumers can find and rate local service professionals such as contractors, plumbers, and other home service providers.
  • C. Shipt
    Shipt is a same-day delivery and personal shopping service that partners with retailers to deliver groceries and household essentials to customers.
  • D. Opendoor
    Opendoor is a U.S.-based real estate technology company that pioneered the iBuyer model, enabling homeowners to sell their homes online quickly for cash offers.
  • E. Tripwire
    Tripwire is a bestselling Jack Reacher thriller novel by Lee Child, featuring the ex-military drifter entangled in a dangerous investigation tied to his past.
  • 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: Thumbtack
Triple: [Angie’s List, competesWith, Thumbtack]
Generated description
Thumbtack is an online marketplace that connects consumers with local service professionals for tasks such as home improvement, repairs, and personal services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thumbtack
Target entity description: Thumbtack is an online marketplace that connects consumers with local service professionals for tasks such as home improvement, repairs, and personal services.
  • A. Groupon
    Groupon is an American e-commerce marketplace that connects subscribers with local merchants by offering discounted deals on activities, goods, and services.
  • B. Angie’s List chosen
    Angie’s List is an online marketplace and review platform where consumers can find and rate local service professionals such as contractors, plumbers, and other home service providers.
  • C. Shipt
    Shipt is a same-day delivery and personal shopping service that partners with retailers to deliver groceries and household essentials to customers.
  • D. Opendoor
    Opendoor is a U.S.-based real estate technology company that pioneered the iBuyer model, enabling homeowners to sell their homes online quickly for cash offers.
  • E. Tripwire
    Tripwire is a bestselling Jack Reacher thriller novel by Lee Child, featuring the ex-military drifter entangled in a dangerous investigation tied to his past.
  • F. None of above.

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_69d8d38ea1e88190997e9b231190ba6f completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5500b6d7c8190b807b772980d913c completed April 19, 2026, 9:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a050d865fc48190a11ed96ebfdca50d completed May 13, 2026, 11:47 p.m.
NEDg Description generation batch_6a051058f5788190b782a39feb7f6111 completed May 13, 2026, 11:59 p.m.
NED2 Entity disambiguation (via description) batch_6a0510fc0d1081908970c91357bb3444 completed May 14, 2026, 12:02 a.m.
Created at: April 10, 2026, 11:47 a.m.