Triple

T9439334
Position Surface form Disambiguated ID Type / Status
Subject Lincoln Parish, Louisiana E227600 entity
Predicate hasMajorHighway P385 FINISHED
Object Louisiana Highway 151
Louisiana Highway 151 is a state highway in northern Louisiana that serves as a regional connector route through rural areas including Lincoln Parish.
 E803192 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: Louisiana Highway 151 | Statement: [Lincoln Parish, Louisiana, hasMajorHighway, Louisiana Highway 151]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Louisiana Highway 151
Context triple: [Lincoln Parish, Louisiana, hasMajorHighway, Louisiana Highway 151]
  • A. Louisiana Highway 155
    Louisiana Highway 155 is a state highway in north-central Louisiana that connects several rural communities across Jackson Parish and neighboring parishes.
  • B. Louisiana Highway 150
    Louisiana Highway 150 is a state highway in northern Louisiana that serves as an important local connector route within Lincoln Parish.
  • C. Louisiana Highway 15
    Louisiana Highway 15 is a north–south state highway in Louisiana that runs through multiple parishes in the northeastern part of the state, serving as a key regional connector for rural communities.
  • D. Louisiana Highway 135
    Louisiana Highway 135 is a state highway in northeastern Louisiana that serves as a regional connector route within Richland Parish and surrounding rural areas.
  • E. Louisiana Highway 17
    Louisiana Highway 17 is a state highway in northeastern Louisiana that runs north–south through rural parishes, connecting small communities and serving as a regional transportation route.
  • 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: Louisiana Highway 151
Triple: [Lincoln Parish, Louisiana, hasMajorHighway, Louisiana Highway 151]
Generated description
Louisiana Highway 151 is a state highway in northern Louisiana that serves as a regional connector route through rural areas including Lincoln Parish.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Louisiana Highway 151
Target entity description: Louisiana Highway 151 is a state highway in northern Louisiana that serves as a regional connector route through rural areas including Lincoln Parish.
  • A. Louisiana Highway 155
    Louisiana Highway 155 is a state highway in north-central Louisiana that connects several rural communities across Jackson Parish and neighboring parishes.
  • B. Louisiana Highway 150
    Louisiana Highway 150 is a state highway in northern Louisiana that serves as an important local connector route within Lincoln Parish.
  • C. Louisiana Highway 15
    Louisiana Highway 15 is a north–south state highway in Louisiana that runs through multiple parishes in the northeastern part of the state, serving as a key regional connector for rural communities.
  • D. Louisiana Highway 135
    Louisiana Highway 135 is a state highway in northeastern Louisiana that serves as a regional connector route within Richland Parish and surrounding rural areas.
  • E. Louisiana Highway 17
    Louisiana Highway 17 is a state highway in northeastern Louisiana that runs north–south through rural parishes, connecting small communities and serving as a regional transportation route.
  • 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_69ca843884488190ad6cbe0153088234 completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7ee1c8c48190a2ae8673eee07e9a completed April 1, 2026, 8:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69d139db9d1081908e2014d6f0e7e925 completed April 4, 2026, 4:18 p.m.
NEDg Description generation batch_69d13a8e79b081908d5b4dce125df678 completed April 4, 2026, 4:21 p.m.
NED2 Entity disambiguation (via description) batch_69d13b1d2cb481908cdcbeb1a6c81794 completed April 4, 2026, 4:23 p.m.
Created at: March 30, 2026, 7:50 p.m.