Triple

T14190343
Position Surface form Disambiguated ID Type / Status
Subject Hall County, Texas E351694 entity
Predicate roadNetwork P385 FINISHED
Object State Highway 70
State Highway 70 is a north–south state highway in Texas that serves as a key regional route connecting several rural counties and communities on the High Plains.
E1481594 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: State Highway 70 | Statement: [Hall County, Texas, roadNetwork, State Highway 70]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: State Highway 70
Context triple: [Hall County, Texas, roadNetwork, State Highway 70]
  • A. Highway 70
    Highway 70 is a major north–south roadway in northern Israel that connects several key cities and junctions in the region.
  • B. Colorado State Highway 72
    Colorado State Highway 72 is a state highway in Colorado that runs through the Denver metropolitan area into the foothills of the Front Range, connecting communities such as Arvada with mountain towns along a scenic route.
  • C. Colorado State Highway 78
    Colorado State Highway 78 is a state-maintained roadway in Colorado that connects rural communities and scenic mountain areas in the southern part of the state.
  • D. Colorado State Highway 71
    Colorado State Highway 71 is a long north–south state highway in eastern Colorado that runs through largely rural and agricultural areas, connecting small towns and serving as a regional link between major routes.
  • E. Colorado State Highway 7
    Colorado State Highway 7 is a state highway in northern Colorado that runs east–west between the Rocky Mountains and the plains, serving communities in the Denver–Boulder–Greeley region.
  • 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: State Highway 70
Triple: [Hall County, Texas, roadNetwork, State Highway 70]
Generated description
State Highway 70 is a north–south state highway in Texas that serves as a key regional route connecting several rural counties and communities on the High Plains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: State Highway 70
Target entity description: State Highway 70 is a north–south state highway in Texas that serves as a key regional route connecting several rural counties and communities on the High Plains.
  • A. Highway 70
    Highway 70 is a major north–south roadway in northern Israel that connects several key cities and junctions in the region.
  • B. Colorado State Highway 72
    Colorado State Highway 72 is a state highway in Colorado that runs through the Denver metropolitan area into the foothills of the Front Range, connecting communities such as Arvada with mountain towns along a scenic route.
  • C. Colorado State Highway 78
    Colorado State Highway 78 is a state-maintained roadway in Colorado that connects rural communities and scenic mountain areas in the southern part of the state.
  • D. Colorado State Highway 71
    Colorado State Highway 71 is a long north–south state highway in eastern Colorado that runs through largely rural and agricultural areas, connecting small towns and serving as a regional link between major routes.
  • E. Colorado State Highway 7
    Colorado State Highway 7 is a state highway in northern Colorado that runs east–west between the Rocky Mountains and the plains, serving communities in the Denver–Boulder–Greeley region.
  • 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_69d827894ac0819097803e57f3227b23 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61df628c8190ba3f557e2128dce5 completed April 14, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09b40757c881908af169bb49628a28 completed May 17, 2026, 12:26 p.m.
NEDg Description generation batch_6a09b77e73608190a21675b1bd7b8852 completed May 17, 2026, 12:41 p.m.
NED2 Entity disambiguation (via description) batch_6a09b7e6888c8190ba9c22e38c47a773 completed May 17, 2026, 12:43 p.m.
Created at: April 10, 2026, 1:03 a.m.