Triple

T1930286
Position Surface form Disambiguated ID Type / Status
Subject Maggie Gioberti E40927 entity
Predicate spouseAssociatedWith P33561 FINISHED
Object Gioberti vineyards
Gioberti Vineyards is a fictional family-owned winery central to the drama and power struggles in the 1980s American television series "Falcon Crest."
 E216233 NE FINISHED

How this triple was built (5 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: Gioberti vineyards | Statement: [Maggie Gioberti, spouseAssociatedWith, Gioberti vineyards]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gioberti vineyards
Context triple: [Maggie Gioberti, spouseAssociatedWith, Gioberti vineyards]
  • A. Massandra Winery
    Massandra Winery is a historic Crimean winery renowned for its extensive collection of fine and rare wines, housed in vast underground cellars near Yalta.
  • B. Grgich Hills Estate
    Grgich Hills Estate is a renowned Napa Valley winery founded by legendary winemaker Miljenko “Mike” Grgich, celebrated for its high-quality, estate-grown wines.
  • C. Auxerrois vineyards
    Auxerrois vineyards are a French wine-growing area around Auxerre in northern Burgundy, known for producing white and red wines from varieties such as Chardonnay and Pinot Noir.
  • D. Beaulieu Vineyard
    Beaulieu Vineyard is a historic Napa Valley winery renowned for its influential role in establishing Rutherford as a premier American Cabernet Sauvignon region.
  • E. Vineyard Landscapes of Langhe-Roero and Monferrato
    The Vineyard Landscapes of Langhe-Roero and Monferrato are a renowned wine-growing cultural landscape in Italy celebrated for its historic hillside vineyards, traditional winemaking heritage, and scenic beauty.
  • 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: Gioberti vineyards
Triple: [Maggie Gioberti, spouseAssociatedWith, Gioberti vineyards]
Generated description
Gioberti Vineyards is a fictional family-owned winery central to the drama and power struggles in the 1980s American television series "Falcon Crest."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gioberti vineyards
Target entity description: Gioberti Vineyards is a fictional family-owned winery central to the drama and power struggles in the 1980s American television series "Falcon Crest."
  • A. Massandra Winery
    Massandra Winery is a historic Crimean winery renowned for its extensive collection of fine and rare wines, housed in vast underground cellars near Yalta.
  • B. Grgich Hills Estate
    Grgich Hills Estate is a renowned Napa Valley winery founded by legendary winemaker Miljenko “Mike” Grgich, celebrated for its high-quality, estate-grown wines.
  • C. Auxerrois vineyards
    Auxerrois vineyards are a French wine-growing area around Auxerre in northern Burgundy, known for producing white and red wines from varieties such as Chardonnay and Pinot Noir.
  • D. Beaulieu Vineyard
    Beaulieu Vineyard is a historic Napa Valley winery renowned for its influential role in establishing Rutherford as a premier American Cabernet Sauvignon region.
  • E. Vineyard Landscapes of Langhe-Roero and Monferrato
    The Vineyard Landscapes of Langhe-Roero and Monferrato are a renowned wine-growing cultural landscape in Italy celebrated for its historic hillside vineyards, traditional winemaking heritage, and scenic beauty.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: spouseAssociatedWith
Context triple: [Maggie Gioberti, spouseAssociatedWith, Gioberti vineyards]
  • A. spouse
    Indicates that two entities are married to each other in a legally or socially recognized partnership.
  • B. spouseAlsoKnownAs
    Indicates that a person’s spouse is referred to by an alternative name or alias.
  • C. spouseFamily
    Indicates a family relationship formed through marriage, such as between a person and their spouse’s relatives.
  • D. coSpouse
    Indicates that two individuals are married to each other as spouses.
  • E. spouseInstanceOf
    Indicates that one entity is the specific spouse (marriage partner) instance of another entity.
  • F. None of above. chosen

Provenance (7 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_69a8864711648190b07bed24ed76258e completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb266dcb4819090be83556615d0db completed March 7, 2026, 5:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3ed31448190a2e5d088ab5886b8 completed March 8, 2026, 10:10 p.m.
NEDg Description generation batch_69adf48412b08190b6ad0f3abf42a081 completed March 8, 2026, 10:13 p.m.
NED2 Entity disambiguation (via description) batch_69adf4f8f3c481909efcb6d632522e1a completed March 8, 2026, 10:15 p.m.
PD Predicate disambiguation batch_69abafeec6f881909d47acb966683279 completed March 7, 2026, 4:56 a.m.
PDg Predicate description generation batch_69abb20c4970819086e66a5435744297 completed March 7, 2026, 5:05 a.m.
Created at: March 4, 2026, 7:35 p.m.