Triple

T320898
Position Surface form Disambiguated ID Type / Status
Subject Lupinus texensis E6411 entity
Predicate regionallyAssociatedWith P12445 FINISHED
Object central Texas
Central Texas is a geographic region in the middle of the state of Texas characterized by rolling Hill Country landscapes, a mix of urban centers like Austin and rural areas, and a warm, semi-arid to subtropical climate.
E41385 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: central Texas | Statement: [Lupinus texensis, regionallyAssociatedWith, central Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: central Texas
Context triple: [Lupinus texensis, regionallyAssociatedWith, central Texas]
  • A. North Texas
    North Texas is a region of the U.S. state of Texas centered around the Dallas–Fort Worth metropolitan area and known as a major economic and cultural hub.
  • B. Texoma region
    The Texoma region is an area spanning parts of northern Texas and southern Oklahoma centered around Lake Texoma and the communities along the Red River.
  • C. South Central United States
    The South Central United States is a U.S. region typically including states like Texas, Oklahoma, Arkansas, and Louisiana, characterized by a mix of Southern and Western cultural influences and a diverse economy spanning energy, agriculture, and industry.
  • D. Dallas–Fort Worth metroplex
    The Dallas–Fort Worth metroplex is a major urban and economic region in North Texas encompassing numerous cities and suburbs, known as one of the largest and fastest-growing metropolitan areas in the United States.
  • E. Grand Prairie
    Grand Prairie is a mid-sized suburban city in the Dallas–Fort Worth metropolitan area known for its family attractions, parks, and growing residential communities.
  • 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: central Texas
Triple: [Lupinus texensis, regionallyAssociatedWith, central Texas]
Generated description
Central Texas is a geographic region in the middle of the state of Texas characterized by rolling Hill Country landscapes, a mix of urban centers like Austin and rural areas, and a warm, semi-arid to subtropical climate.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: central Texas
Target entity description: Central Texas is a geographic region in the middle of the state of Texas characterized by rolling Hill Country landscapes, a mix of urban centers like Austin and rural areas, and a warm, semi-arid to subtropical climate.
  • A. North Texas
    North Texas is a region of the U.S. state of Texas centered around the Dallas–Fort Worth metropolitan area and known as a major economic and cultural hub.
  • B. Texoma region
    The Texoma region is an area spanning parts of northern Texas and southern Oklahoma centered around Lake Texoma and the communities along the Red River.
  • C. South Central United States
    The South Central United States is a U.S. region typically including states like Texas, Oklahoma, Arkansas, and Louisiana, characterized by a mix of Southern and Western cultural influences and a diverse economy spanning energy, agriculture, and industry.
  • D. Dallas–Fort Worth metroplex
    The Dallas–Fort Worth metroplex is a major urban and economic region in North Texas encompassing numerous cities and suburbs, known as one of the largest and fastest-growing metropolitan areas in the United States.
  • E. Grand Prairie
    Grand Prairie is a mid-sized suburban city in the Dallas–Fort Worth metropolitan area known for its family attractions, parks, and growing residential communities.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: regionallyAssociatedWith
Context triple: [Lupinus texensis, regionallyAssociatedWith, central Texas]
  • A. servesAsFocusCityFor
    Indicates that a city functions as a primary or designated focus city for an airline, organization, or transportation network, typically hosting significant but not hub-level operations or activities.
  • B. subregionOf
    Indicates that one region is geographically or administratively contained within, and is a part of, another larger region.
  • C. hasRegion
    Indicates that an entity includes, contains, or is associated with a specific geographic or administrative region as part of its scope or structure.
  • D. countryRegion
    Indicates that a country is located within, or belongs to, a specific geographic or administrative region.
  • E. regionName
    Indicates the name assigned to a specific geographic or administrative region.
  • 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_69a2e7933d6c8190bb2592ad13286ef2 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea8047c08190872c875e00f6e7dd completed Feb. 28, 2026, 1:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3cb006f348190b2e8901eb2ced9f3 completed March 1, 2026, 5:13 a.m.
NEDg Description generation batch_69a3cb608d5481908e43e0c0d021f925 completed March 1, 2026, 5:15 a.m.
NED2 Entity disambiguation (via description) batch_69a3cc0fb7b48190bf002516d07b6bc5 completed March 1, 2026, 5:18 a.m.
PD Predicate disambiguation batch_69a2e946607081909c8b97473aaf8d1b completed Feb. 28, 2026, 1:10 p.m.
PDg Predicate description generation batch_69a2ea7d03a88190aab72e61d8673488 completed Feb. 28, 2026, 1:15 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.