Triple

T4614145
Position Surface form Disambiguated ID Type / Status
Subject Tinder E100825 entity
Predicate hasCompetitor P1375 FINISHED
Object Bumble
Bumble is a popular dating and social networking app known for its women-first messaging approach and focus on empowering respectful connections.
 E455749 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: Bumble | Statement: [Tinder, hasCompetitor, Bumble]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bumble
Context triple: [Tinder, hasCompetitor, Bumble]
  • A. The Bee
    The Bee is the 16th chapter of the Qur'an, known for its emphasis on God's blessings, signs in nature, and guidance for righteous living.
  • B. Bee Hive
    Bee Hive was the name used for Boston's Braves Field baseball park during the period when the team was known as the Boston Bees.
  • C. BEE
    BEE is the ICAO airline designator used to identify Flybe in international aviation operations.
  • D. Apoica
    Apoica is a genus of nocturnal paper wasps known for their pale coloration and distinctive nighttime activity in the Neotropics.
  • E. Bees
    Bees is the nickname for the University of Baltimore’s athletic teams and student body.
  • 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: Bumble
Triple: [Tinder, hasCompetitor, Bumble]
Generated description
Bumble is a popular dating and social networking app known for its women-first messaging approach and focus on empowering respectful connections.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bumble
Target entity description: Bumble is a popular dating and social networking app known for its women-first messaging approach and focus on empowering respectful connections.
  • A. The Bee
    The Bee is the 16th chapter of the Qur'an, known for its emphasis on God's blessings, signs in nature, and guidance for righteous living.
  • B. Bee Hive
    Bee Hive was the name used for Boston's Braves Field baseball park during the period when the team was known as the Boston Bees.
  • C. BEE
    BEE is the ICAO airline designator used to identify Flybe in international aviation operations.
  • D. Apoica
    Apoica is a genus of nocturnal paper wasps known for their pale coloration and distinctive nighttime activity in the Neotropics.
  • E. Bees
    Bees is the nickname for the University of Baltimore’s athletic teams and student body.
  • 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_69bd43cf363c819087fd5ab441b4a3f4 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd59c2678c8190ab8f9420e866521d completed March 20, 2026, 2:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa895b7481909e54cfa56a54c8dc completed March 21, 2026, 1:55 a.m.
NEDg Description generation batch_69bdfb83b5d08190b2d8502e763a0841 completed March 21, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_69bdfc105e6c8190b21e3c8e7076e9ff completed March 21, 2026, 2:01 a.m.
Created at: March 20, 2026, 1:12 p.m.