Triple

T15580799
Position Surface form Disambiguated ID Type / Status
Subject Bellmead, Texas E374487 entity
Predicate roadAccessTo P22549 FINISHED
Object Downtown Waco
Downtown Waco is the central business and cultural district of Waco, Texas, known for its historic riverfront, revitalized shops and restaurants, and attractions like Magnolia Market and the Waco Suspension Bridge.
E1164732 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: Downtown Waco | Statement: [Bellmead, Texas, roadAccessTo, Downtown Waco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Downtown Waco
Context triple: [Bellmead, Texas, roadAccessTo, Downtown Waco]
  • A. Waco Center
    The Waco Center is a multi-purpose athletic and events arena at Glenville State College that serves as the primary venue for the school's men's basketball games.
  • B. Downtown Fort Worth
    Downtown Fort Worth is the central business district and cultural hub of Fort Worth, Texas, known for its mix of modern skyscrapers, historic architecture, and vibrant entertainment venues.
  • C. Wimberley Square
    Wimberley Square is the central shopping and cultural district of Wimberley, Texas, known for its boutiques, galleries, eateries, and small-town charm.
  • D. Deep Ellum
    Deep Ellum is a historic Dallas neighborhood known for its vibrant arts scene, live music venues, and nightlife.
  • E. The Park Cities
    The Park Cities is an affluent, predominantly residential enclave in Dallas County, Texas, encompassing the towns of Highland Park and University Park and known for its upscale homes, schools, and shopping districts.
  • 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: Downtown Waco
Triple: [Bellmead, Texas, roadAccessTo, Downtown Waco]
Generated description
Downtown Waco is the central business and cultural district of Waco, Texas, known for its historic riverfront, revitalized shops and restaurants, and attractions like Magnolia Market and the Waco Suspension Bridge.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Downtown Waco
Target entity description: Downtown Waco is the central business and cultural district of Waco, Texas, known for its historic riverfront, revitalized shops and restaurants, and attractions like Magnolia Market and the Waco Suspension Bridge.
  • A. Waco Center
    The Waco Center is a multi-purpose athletic and events arena at Glenville State College that serves as the primary venue for the school's men's basketball games.
  • B. Downtown Fort Worth
    Downtown Fort Worth is the central business district and cultural hub of Fort Worth, Texas, known for its mix of modern skyscrapers, historic architecture, and vibrant entertainment venues.
  • C. Wimberley Square
    Wimberley Square is the central shopping and cultural district of Wimberley, Texas, known for its boutiques, galleries, eateries, and small-town charm.
  • D. Deep Ellum
    Deep Ellum is a historic Dallas neighborhood known for its vibrant arts scene, live music venues, and nightlife.
  • E. The Park Cities
    The Park Cities is an affluent, predominantly residential enclave in Dallas County, Texas, encompassing the towns of Highland Park and University Park and known for its upscale homes, schools, and shopping districts.
  • 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_69d85ccd575081908909b71a3f3e3a61 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e45ee3c8190a6aee06a5805ca39 completed April 16, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff4c4da9e48190a73492ef725380da completed May 9, 2026, 3:01 p.m.
NEDg Description generation batch_69ff4d0678648190b61fbe79a60da8ec completed May 9, 2026, 3:04 p.m.
NED2 Entity disambiguation (via description) batch_69ff4d9258148190b21201bb09e16999 completed May 9, 2026, 3:06 p.m.
Created at: April 10, 2026, 4:11 a.m.