Triple

T1633981
Position Surface form Disambiguated ID Type / Status
Subject GV E35321 entity
Predicate portfolioIncludes P1393 FINISHED
Object Gusto
Gusto is a cloud-based payroll, benefits, and human resources platform designed primarily for small and medium-sized businesses.
 E184190 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: Gusto | Statement: [GV, portfolioIncludes, Gusto]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gusto
Context triple: [GV, portfolioIncludes, Gusto]
  • A. Tuyo
    "Tuyo" is a bolero-style song by Rodrigo Amarante, best known as the haunting opening theme of the television series *Narcos*.
  • B. Gigante
    Gigante is a municipality and town located in the Huila Department of southwestern Colombia, known for its agricultural activities and Andean landscapes.
  • C. Furaha
    Furaha is an individual known primarily as the child of Fifi.
  • D. Costolo
    Costolo is the surname of Dick Costolo, an American entrepreneur best known for serving as CEO of Twitter.
  • E. Gruchy
    Gruchy is a small hamlet in the Normandy region of France, best known as the birthplace of the painter Jean-François Millet.
  • 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: Gusto
Triple: [GV, portfolioIncludes, Gusto]
Generated description
Gusto is a cloud-based payroll, benefits, and human resources platform designed primarily for small and medium-sized businesses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gusto
Target entity description: Gusto is a cloud-based payroll, benefits, and human resources platform designed primarily for small and medium-sized businesses.
  • A. Tuyo
    "Tuyo" is a bolero-style song by Rodrigo Amarante, best known as the haunting opening theme of the television series *Narcos*.
  • B. Gigante
    Gigante is a municipality and town located in the Huila Department of southwestern Colombia, known for its agricultural activities and Andean landscapes.
  • C. Furaha
    Furaha is an individual known primarily as the child of Fifi.
  • D. Costolo
    Costolo is the surname of Dick Costolo, an American entrepreneur best known for serving as CEO of Twitter.
  • E. Gruchy
    Gruchy is a small hamlet in the Normandy region of France, best known as the birthplace of the painter Jean-François Millet.
  • 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_69a886036bc081909ff5de16dbe5e8ea completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a909f86abc8190b0b81310dcd7feed completed March 5, 2026, 4:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad58d9db5c819081408977834ad606 completed March 8, 2026, 11:09 a.m.
NEDg Description generation batch_69ad5a625d088190bbacbb69a0569d49 completed March 8, 2026, 11:15 a.m.
NED2 Entity disambiguation (via description) batch_69ad5ae605f88190b5e42d7cf923e9bb completed March 8, 2026, 11:17 a.m.
Created at: March 4, 2026, 7:28 p.m.