Triple

T13533321
Position Surface form Disambiguated ID Type / Status
Subject Harrison County, Texas E323190 entity
Predicate hasCulturalEvent P2955 FINISHED
Object Wonderland of Lights (Marshall, Texas)
Wonderland of Lights (Marshall, Texas) is an annual holiday festival in downtown Marshall known for its elaborate Christmas light displays, seasonal activities, and community celebrations.
E1047568 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: Wonderland of Lights (Marshall, Texas) | Statement: [Harrison County, Texas, hasCulturalEvent, Wonderland of Lights (Marshall, Texas)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wonderland of Lights (Marshall, Texas)
Context triple: [Harrison County, Texas, hasCulturalEvent, Wonderland of Lights (Marshall, Texas)]
  • A. Marshall, Texas
    Marshall, Texas is a small city in East Texas known as a regional cultural and educational center and for its prominence in federal patent litigation.
  • B. Mart, Texas
    Mart, Texas is a small rural city in Central Texas known for its tight-knit community and agricultural surroundings.
  • C. Crandall, Texas
    Crandall, Texas is a small city in North Texas that serves as a residential community within the Dallas–Fort Worth metropolitan area.
  • D. Lockhart, Texas
    Lockhart, Texas is a small Central Texas city renowned as the "Barbecue Capital of Texas" and a historic hub of the Austin–San Antonio region.
  • E. Dalworthington Gardens, Texas
    Dalworthington Gardens, Texas is a small, affluent suburban city in the Dallas–Fort Worth metropolitan area known for its semi-rural character and 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: Wonderland of Lights (Marshall, Texas)
Triple: [Harrison County, Texas, hasCulturalEvent, Wonderland of Lights (Marshall, Texas)]
Generated description
Wonderland of Lights (Marshall, Texas) is an annual holiday festival in downtown Marshall known for its elaborate Christmas light displays, seasonal activities, and community celebrations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wonderland of Lights (Marshall, Texas)
Target entity description: Wonderland of Lights (Marshall, Texas) is an annual holiday festival in downtown Marshall known for its elaborate Christmas light displays, seasonal activities, and community celebrations.
  • A. Marshall, Texas
    Marshall, Texas is a small city in East Texas known as a regional cultural and educational center and for its prominence in federal patent litigation.
  • B. Mart, Texas
    Mart, Texas is a small rural city in Central Texas known for its tight-knit community and agricultural surroundings.
  • C. Crandall, Texas
    Crandall, Texas is a small city in North Texas that serves as a residential community within the Dallas–Fort Worth metropolitan area.
  • D. Lockhart, Texas
    Lockhart, Texas is a small Central Texas city renowned as the "Barbecue Capital of Texas" and a historic hub of the Austin–San Antonio region.
  • E. Dalworthington Gardens, Texas
    Dalworthington Gardens, Texas is a small, affluent suburban city in the Dallas–Fort Worth metropolitan area known for its semi-rural character and residential communities.
  • 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_69d8076776248190bdf0d4fa1f85a5fc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafbb34548190a6b44faa48125cd4 completed April 12, 2026, 2:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75d980cac8190a7f7fda56abda361 completed May 3, 2026, 2:37 p.m.
NEDg Description generation batch_69f761d2a944819088965af57d5119a7 completed May 3, 2026, 2:55 p.m.
NED2 Entity disambiguation (via description) batch_69f7624278388190a7edf96f7c298d2d completed May 3, 2026, 2:57 p.m.
Created at: April 9, 2026, 9:44 p.m.