Triple

T19053201
Position Surface form Disambiguated ID Type / Status
Subject Wharton, Texas E466318 entity
Predicate hasTransportation P105 FINISHED
Object Texas State Highway 102
Texas State Highway 102 is a state-maintained roadway in Texas that serves as a regional connector route in the Wharton County area.
 E1425198 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: Texas State Highway 102 | Statement: [Wharton, Texas, hasTransportation, Texas State Highway 102]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 102
Context triple: [Wharton, Texas, hasTransportation, Texas State Highway 102]
  • A. Texas State Highway 107
    Texas State Highway 107 is a primary east–west state highway in the Rio Grande Valley region of South Texas, connecting several communities in Hidalgo and Cameron counties.
  • B. Texas State Highway 105
    Texas State Highway 105 is a major east–west state highway in Texas that connects several communities across the southeastern part of the state, including areas within the Houston metropolitan region.
  • C. Texas State Highway 103
    Texas State Highway 103 is an east–west state highway in eastern Texas that connects Nacogdoches to communities near the Louisiana border, serving as an important regional route.
  • D. Texas State Highway 101
    Texas State Highway 101 is a state highway in north-central Texas that serves as a regional connector route, running through Wise County and linking several small communities to larger transportation corridors.
  • E. Texas State Highway 152
    Texas State Highway 152 is a state highway in the Texas Panhandle that serves as an important east–west route connecting several communities, including Pampa.
  • 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: Texas State Highway 102
Triple: [Wharton, Texas, hasTransportation, Texas State Highway 102]
Generated description
Texas State Highway 102 is a state-maintained roadway in Texas that serves as a regional connector route in the Wharton County area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 102
Target entity description: Texas State Highway 102 is a state-maintained roadway in Texas that serves as a regional connector route in the Wharton County area.
  • A. Texas State Highway 107
    Texas State Highway 107 is a primary east–west state highway in the Rio Grande Valley region of South Texas, connecting several communities in Hidalgo and Cameron counties.
  • B. Texas State Highway 105
    Texas State Highway 105 is a major east–west state highway in Texas that connects several communities across the southeastern part of the state, including areas within the Houston metropolitan region.
  • C. Texas State Highway 103
    Texas State Highway 103 is an east–west state highway in eastern Texas that connects Nacogdoches to communities near the Louisiana border, serving as an important regional route.
  • D. Texas State Highway 101
    Texas State Highway 101 is a state highway in north-central Texas that serves as a regional connector route, running through Wise County and linking several small communities to larger transportation corridors.
  • E. Texas State Highway 152
    Texas State Highway 152 is a state highway in the Texas Panhandle that serves as an important east–west route connecting several communities, including Pampa.
  • 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_69d8dd040fb881909af2a964f65ad208 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5dc03dfa08190924a1b8073364fa1 completed April 20, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08693a75d08190b5e760695e35f19d completed May 16, 2026, 12:55 p.m.
NEDg Description generation batch_6a086a1483048190b1a5176d12ed1a98 completed May 16, 2026, 12:59 p.m.
NED2 Entity disambiguation (via description) batch_6a086b0e34ac8190b544b2a78f776d5d completed May 16, 2026, 1:03 p.m.
Created at: April 10, 2026, 12:03 p.m.