Triple

T1850650
Position Surface form Disambiguated ID Type / Status
Subject Hill Country of Texas E41386 entity
Predicate hasTown P847 FINISHED
Object Marble Falls
Marble Falls is a small Central Texas city known for its scenic location on the Colorado River, proximity to Highland Lakes, and role as a gateway to the Texas Hill Country.
 E208494 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: Marble Falls | Statement: [Hill Country of Texas, hasTown, Marble Falls]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marble Falls
Context triple: [Hill Country of Texas, hasTown, Marble Falls]
  • A. DeSoto Falls
    DeSoto Falls is a scenic, high waterfall in northeastern Alabama known for its dramatic drop, surrounding cliffs, and popular hiking and viewing areas.
  • B. Whiteoak Canyon Falls
    Whiteoak Canyon Falls is a popular series of scenic waterfalls and swimming holes located along a steep, forested gorge in Virginia’s Blue Ridge Mountains.
  • C. Kent Falls
    Kent Falls is a picturesque series of cascading waterfalls in western Connecticut, renowned for its scenic beauty and hiking trails.
  • D. Noccalula Falls
    Noccalula Falls is a prominent 90-foot waterfall and public park attraction located near Gadsden in northeastern Alabama.
  • E. Miners Falls
    Miners Falls is a scenic waterfall in Michigan’s Upper Peninsula, known for its powerful drop over sandstone cliffs within the Pictured Rocks National Lakeshore.
  • 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: Marble Falls
Triple: [Hill Country of Texas, hasTown, Marble Falls]
Generated description
Marble Falls is a small Central Texas city known for its scenic location on the Colorado River, proximity to Highland Lakes, and role as a gateway to the Texas Hill Country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marble Falls
Target entity description: Marble Falls is a small Central Texas city known for its scenic location on the Colorado River, proximity to Highland Lakes, and role as a gateway to the Texas Hill Country.
  • A. DeSoto Falls
    DeSoto Falls is a scenic, high waterfall in northeastern Alabama known for its dramatic drop, surrounding cliffs, and popular hiking and viewing areas.
  • B. Whiteoak Canyon Falls
    Whiteoak Canyon Falls is a popular series of scenic waterfalls and swimming holes located along a steep, forested gorge in Virginia’s Blue Ridge Mountains.
  • C. Kent Falls
    Kent Falls is a picturesque series of cascading waterfalls in western Connecticut, renowned for its scenic beauty and hiking trails.
  • D. Noccalula Falls
    Noccalula Falls is a prominent 90-foot waterfall and public park attraction located near Gadsden in northeastern Alabama.
  • E. Miners Falls
    Miners Falls is a scenic waterfall in Michigan’s Upper Peninsula, known for its powerful drop over sandstone cliffs within the Pictured Rocks National Lakeshore.
  • 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_69a88648cd44819093303206d96d76ad completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb066bd6881909c8d6a6b63cb0ee5 completed March 7, 2026, 4:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69add1c6941081909cef987ebe4b4d6c completed March 8, 2026, 7:45 p.m.
NEDg Description generation batch_69add28a8f848190bf6ea0924e7dd9fc completed March 8, 2026, 7:48 p.m.
NED2 Entity disambiguation (via description) batch_69add37ad9a481908b2a1476a8d33091 completed March 8, 2026, 7:52 p.m.
Created at: March 4, 2026, 7:33 p.m.