Triple

T8027154
Position Surface form Disambiguated ID Type / Status
Subject Midland, Texas E186882 entity
Predicate servedByHighway P385 FINISHED
Object Texas State Highway 158
Texas State Highway 158 is a major east–west state highway in West Texas that connects the Midland area with other regional communities and routes.
E709183 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 158 | Statement: [Midland, Texas, servedByHighway, Texas State Highway 158]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Texas State Highway 158
Context triple: [Midland, Texas, servedByHighway, Texas State Highway 158]
  • A. Texas State Highway 157
    Texas State Highway 157 is a state highway in Texas that serves as a key north–south route connecting several cities in the Dallas–Fort Worth metropolitan area.
  • B. 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.
  • C. Texas State Highway 155
    Texas State Highway 155 is a state highway in East Texas that runs generally north–south, connecting several communities and serving as a key regional route through areas including Anderson County.
  • D. Texas State Highway 130
    Texas State Highway 130 is a toll road in central Texas known for its high speed limits and role as an alternative route to relieve congestion on Interstate 35.
  • E. Texas State Highway 19
    Texas State Highway 19 is a north–south state highway in eastern Texas that connects several rural communities and small cities between Huntsville and Paris.
  • 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 158
Triple: [Midland, Texas, servedByHighway, Texas State Highway 158]
Generated description
Texas State Highway 158 is a major east–west state highway in West Texas that connects the Midland area with other regional communities and routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Texas State Highway 158
Target entity description: Texas State Highway 158 is a major east–west state highway in West Texas that connects the Midland area with other regional communities and routes.
  • A. Texas State Highway 157
    Texas State Highway 157 is a state highway in Texas that serves as a key north–south route connecting several cities in the Dallas–Fort Worth metropolitan area.
  • B. 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.
  • C. Texas State Highway 155
    Texas State Highway 155 is a state highway in East Texas that runs generally north–south, connecting several communities and serving as a key regional route through areas including Anderson County.
  • D. Texas State Highway 130
    Texas State Highway 130 is a toll road in central Texas known for its high speed limits and role as an alternative route to relieve congestion on Interstate 35.
  • E. Texas State Highway 19
    Texas State Highway 19 is a north–south state highway in eastern Texas that connects several rural communities and small cities between Huntsville and Paris.
  • 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_69ca82ad4e2c8190a693e3c9e30fe66f completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3ecb00648190bb3144acf3492bb3 completed March 31, 2026, 3:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc63c911c081909751b614966d986c completed April 1, 2026, 12:16 a.m.
NEDg Description generation batch_69cc651b4be08190ad76c70b1d617c1a completed April 1, 2026, 12:21 a.m.
NED2 Entity disambiguation (via description) batch_69cc664700dc819097d149931cf49673 completed April 1, 2026, 12:26 a.m.
Created at: March 30, 2026, 5:21 p.m.