Triple

T17519894
Position Surface form Disambiguated ID Type / Status
Subject full-stack-fastapi-template E426656 entity
Predicate creator P184 FINISHED
Object tiangolo
tiangolo is the developer and maintainer of several popular FastAPI-based tools and templates, widely recognized in the Python web development community.
 E1274311 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: tiangolo | Statement: [full-stack-fastapi-template, creator, tiangolo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: tiangolo
Context triple: [full-stack-fastapi-template, creator, tiangolo]
  • A. Tekton
    Tekton is an open-source framework for building cloud-native CI/CD systems on Kubernetes using reusable, declarative pipelines.
  • B. Toesca
    Toesca is an Italian-origin surname best known through Joaquín Toesca, an 18th-century architect influential in colonial Chilean architecture.
  • C. Tieta
    Tieta is a celebrated novel by Brazilian author Jorge Amado that blends social satire, sensuality, and regional life in Bahia through the story of a woman returning in triumph to her conservative hometown.
  • D. DeLonge
    DeLonge is the surname of Tom DeLonge, the American musician best known as the co-founder, guitarist, and vocalist of the rock band Blink-182.
  • E. Rocketship
    Rocketship is a fictional spacecraft commonly depicted in science fiction as a vehicle designed for interstellar or interplanetary travel.
  • 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: tiangolo
Triple: [full-stack-fastapi-template, creator, tiangolo]
Generated description
tiangolo is the developer and maintainer of several popular FastAPI-based tools and templates, widely recognized in the Python web development community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: tiangolo
Target entity description: tiangolo is the developer and maintainer of several popular FastAPI-based tools and templates, widely recognized in the Python web development community.
  • A. Tekton
    Tekton is an open-source framework for building cloud-native CI/CD systems on Kubernetes using reusable, declarative pipelines.
  • B. Toesca
    Toesca is an Italian-origin surname best known through Joaquín Toesca, an 18th-century architect influential in colonial Chilean architecture.
  • C. Tieta
    Tieta is a celebrated novel by Brazilian author Jorge Amado that blends social satire, sensuality, and regional life in Bahia through the story of a woman returning in triumph to her conservative hometown.
  • D. DeLonge
    DeLonge is the surname of Tom DeLonge, the American musician best known as the co-founder, guitarist, and vocalist of the rock band Blink-182.
  • E. Rocketship
    Rocketship is a fictional spacecraft commonly depicted in science fiction as a vehicle designed for interstellar or interplanetary travel.
  • 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_69d889de677081909b22d2657b1f0292 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e452d18c1c81908bb843bbddb44ca1 completed April 19, 2026, 3:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01c94237d08190bb1f874735c87803 completed May 11, 2026, 12:19 p.m.
NEDg Description generation batch_6a01cabea2b48190a690b17a88d45b40 completed May 11, 2026, 12:25 p.m.
NED2 Entity disambiguation (via description) batch_6a01cefa08f8819086cb86ce22193baa completed May 11, 2026, 12:43 p.m.
Created at: April 10, 2026, 5:49 a.m.