Triple

T18352495
Position Surface form Disambiguated ID Type / Status
Subject Mooringsport, Louisiana E439702 entity
Predicate transportInfrastructure P1777 FINISHED
Object Louisiana Highway 538
Louisiana Highway 538 is a state highway in northwestern Louisiana that serves as a local connector route in and around Mooringsport in Caddo Parish.
 E1322821 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 538 | Statement: [Mooringsport, Louisiana, transportInfrastructure, Louisiana Highway 538]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Louisiana Highway 538
Context triple: [Mooringsport, Louisiana, transportInfrastructure, Louisiana Highway 538]
  • A. Louisiana Highway 593
    Louisiana Highway 593 is a state highway in northeastern Louisiana that serves as a local connector route in and around Bastrop.
  • B. Louisiana Highway 544
    Louisiana Highway 544 is a state highway in northern Louisiana that serves as a local connector route within Lincoln Parish and surrounding rural areas.
  • C. Louisiana Highway 545
    Louisiana Highway 545 is a state highway in northern Louisiana that serves as a local connector route within Lincoln Parish and surrounding rural areas.
  • D. Louisiana Highway 584
    Louisiana Highway 584 is a state highway in northeastern Louisiana that serves as a local connector route within Richland Parish.
  • E. 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.
  • 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 538
Triple: [Mooringsport, Louisiana, transportInfrastructure, Louisiana Highway 538]
Generated description
Louisiana Highway 538 is a state highway in northwestern Louisiana that serves as a local connector route in and around Mooringsport in Caddo Parish.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Louisiana Highway 538
Target entity description: Louisiana Highway 538 is a state highway in northwestern Louisiana that serves as a local connector route in and around Mooringsport in Caddo Parish.
  • A. Louisiana Highway 593
    Louisiana Highway 593 is a state highway in northeastern Louisiana that serves as a local connector route in and around Bastrop.
  • B. Louisiana Highway 544
    Louisiana Highway 544 is a state highway in northern Louisiana that serves as a local connector route within Lincoln Parish and surrounding rural areas.
  • C. Louisiana Highway 545
    Louisiana Highway 545 is a state highway in northern Louisiana that serves as a local connector route within Lincoln Parish and surrounding rural areas.
  • D. Louisiana Highway 584
    Louisiana Highway 584 is a state highway in northeastern Louisiana that serves as a local connector route within Richland Parish.
  • E. 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.
  • 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_69d8b918221c8190a9f7b563d64ac677 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e514f8f07c8190a1506d4a327369d0 completed April 19, 2026, 5:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03e23675208190b742228a238349fc completed May 13, 2026, 2:30 a.m.
NEDg Description generation batch_6a03e626a3208190ab8896e158c926bf completed May 13, 2026, 2:47 a.m.
NED2 Entity disambiguation (via description) batch_6a03e86f04bc8190bb97da918a075439 completed May 13, 2026, 2:56 a.m.
Created at: April 10, 2026, 10:37 a.m.