Triple

T20533370
Position Surface form Disambiguated ID Type / Status
Subject Castagneto Carducci E504125 entity
Predicate hasFrazione P4207 FINISHED
Object Donoratico
Donoratico is a coastal village in Tuscany, Italy, known for its beaches, pine forests, and proximity to the Etruscan Coast.
E1435348 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: Donoratico | Statement: [Castagneto Carducci, hasFrazione, Donoratico]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Donoratico
Context triple: [Castagneto Carducci, hasFrazione, Donoratico]
  • A. Kiva.org
    Kiva.org is a nonprofit microfinance platform that enables people to lend small amounts of money to entrepreneurs and underserved communities around the world via the internet.
  • B. Donar
    Donar is the Germanic thunder god equivalent to the Norse deity Thor, associated with storms, strength, and protection.
  • C. Giving 2.0
    Giving 2.0 is a book by Laura Arrillaga-Andreessen that offers a modern, strategic approach to effective philanthropy for individual donors.
  • D. Donaje
    Donaje is a village in Maharashtra, India, known primarily as the main access point and base settlement for treks and visits to Sinhagad Fort near Pune.
  • E. Yield Giving
    Yield Giving is MacKenzie Scott’s large-scale philanthropic initiative that donates billions of dollars to a wide range of nonprofits, often through unrestricted, trust-based grants.
  • 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: Donoratico
Triple: [Castagneto Carducci, hasFrazione, Donoratico]
Generated description
Donoratico is a coastal village in Tuscany, Italy, known for its beaches, pine forests, and proximity to the Etruscan Coast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Donoratico
Target entity description: Donoratico is a coastal village in Tuscany, Italy, known for its beaches, pine forests, and proximity to the Etruscan Coast.
  • A. Kiva.org
    Kiva.org is a nonprofit microfinance platform that enables people to lend small amounts of money to entrepreneurs and underserved communities around the world via the internet.
  • B. Donar
    Donar is the Germanic thunder god equivalent to the Norse deity Thor, associated with storms, strength, and protection.
  • C. Giving 2.0
    Giving 2.0 is a book by Laura Arrillaga-Andreessen that offers a modern, strategic approach to effective philanthropy for individual donors.
  • D. Donaje
    Donaje is a village in Maharashtra, India, known primarily as the main access point and base settlement for treks and visits to Sinhagad Fort near Pune.
  • E. Yield Giving
    Yield Giving is MacKenzie Scott’s large-scale philanthropic initiative that donates billions of dollars to a wide range of nonprofits, often through unrestricted, trust-based grants.
  • 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_69e0b4b476648190bc6019622ae54d3c completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a06d30508190a13d1a9855b441fb completed April 20, 2026, 9:53 p.m.
NED1 Entity disambiguation (via context triple) batch_6a089d4c1a2c8190a8d6d6e19e67942f completed May 16, 2026, 4:37 p.m.
NEDg Description generation batch_6a089e1dc3048190abb1c0bad8d4a3ed completed May 16, 2026, 4:41 p.m.
NED2 Entity disambiguation (via description) batch_6a089ea8b9808190a20982193eaf9e22 completed May 16, 2026, 4:43 p.m.
Created at: April 16, 2026, 11:37 a.m.