Triple

T9439340
Position Surface form Disambiguated ID Type / Status
Subject Lincoln Parish, Louisiana E227600 entity
Predicate hasMajorHighway P385 FINISHED
Object Louisiana Highway 820
Louisiana Highway 820 is a state-maintained roadway in northern Louisiana that serves local traffic and connects rural areas within Lincoln Parish to nearby communities and major routes.
 E819396 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 820 | Statement: [Lincoln Parish, Louisiana, hasMajorHighway, Louisiana Highway 820]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Louisiana Highway 820
Context triple: [Lincoln Parish, Louisiana, hasMajorHighway, Louisiana Highway 820]
  • A. Louisiana Highway 822
    Louisiana Highway 822 is a state-maintained roadway in northern Louisiana that serves local traffic within Lincoln Parish.
  • B. Louisiana Highway 818
    Louisiana Highway 818 is a state-maintained roadway in northern Louisiana that serves local traffic within Lincoln Parish.
  • C. Louisiana Highway 830
    Louisiana Highway 830 is a state-maintained roadway in northern Louisiana that serves local traffic and connects communities within Lincoln Parish.
  • D. Louisiana Highway 28
    Louisiana Highway 28 is a state highway in central Louisiana that serves as an important east–west transportation corridor connecting several communities and facilitating regional travel.
  • E. Louisiana Highway 8
    Louisiana Highway 8 is a state highway in central Louisiana that runs east–west across several parishes, connecting rural communities and serving as a regional transportation corridor.
  • 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 820
Triple: [Lincoln Parish, Louisiana, hasMajorHighway, Louisiana Highway 820]
Generated description
Louisiana Highway 820 is a state-maintained roadway in northern Louisiana that serves local traffic and connects rural areas within Lincoln Parish to nearby communities and major routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Louisiana Highway 820
Target entity description: Louisiana Highway 820 is a state-maintained roadway in northern Louisiana that serves local traffic and connects rural areas within Lincoln Parish to nearby communities and major routes.
  • A. Louisiana Highway 822
    Louisiana Highway 822 is a state-maintained roadway in northern Louisiana that serves local traffic within Lincoln Parish.
  • B. Louisiana Highway 818
    Louisiana Highway 818 is a state-maintained roadway in northern Louisiana that serves local traffic within Lincoln Parish.
  • C. Louisiana Highway 830
    Louisiana Highway 830 is a state-maintained roadway in northern Louisiana that serves local traffic and connects communities within Lincoln Parish.
  • D. Louisiana Highway 28
    Louisiana Highway 28 is a state highway in central Louisiana that serves as an important east–west transportation corridor connecting several communities and facilitating regional travel.
  • E. Louisiana Highway 8
    Louisiana Highway 8 is a state highway in central Louisiana that runs east–west across several parishes, connecting rural communities and serving as a regional transportation corridor.
  • 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_69d1bca63c3c819084aec1c0bb962ffe completed April 5, 2026, 1:36 a.m.
NEDg Description generation batch_69d1bd42e3888190b13970710a9620d7 completed April 5, 2026, 1:39 a.m.
NED2 Entity disambiguation (via description) batch_69d1bdd5ec94819083edd1cb2c9598a0 completed April 5, 2026, 1:41 a.m.
Created at: March 30, 2026, 7:50 p.m.