Triple
T9439336
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lincoln Parish, Louisiana |
E227600
|
entity |
| Predicate | hasMajorHighway |
P385
|
FINISHED |
| Object |
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.
|
E806247
|
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 545 | Statement: [Lincoln Parish, Louisiana, hasMajorHighway, Louisiana Highway 545]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Louisiana Highway 545 Context triple: [Lincoln Parish, Louisiana, hasMajorHighway, Louisiana Highway 545]
-
A.
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.
-
B.
Louisiana Highway 584
Louisiana Highway 584 is a state highway in northeastern Louisiana that serves as a local connector route within Richland Parish.
-
C.
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.
-
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 47
Louisiana Highway 47 is a state highway in Louisiana that connects the New Orleans area to communities in St. Bernard Parish, serving as a key route through Chalmette and nearby 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 545 Triple: [Lincoln Parish, Louisiana, hasMajorHighway, Louisiana Highway 545]
Generated description
Louisiana Highway 545 is a state highway in northern Louisiana that serves as a local connector route within Lincoln Parish and surrounding rural areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Louisiana Highway 545 Target entity description: Louisiana Highway 545 is a state highway in northern Louisiana that serves as a local connector route within Lincoln Parish and surrounding rural areas.
-
A.
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.
-
B.
Louisiana Highway 584
Louisiana Highway 584 is a state highway in northeastern Louisiana that serves as a local connector route within Richland Parish.
-
C.
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.
-
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 47
Louisiana Highway 47 is a state highway in Louisiana that connects the New Orleans area to communities in St. Bernard Parish, serving as a key route through Chalmette and nearby 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_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_69d152643bbc8190840f294442f2e1cc |
completed | April 4, 2026, 6:03 p.m. |
| NEDg | Description generation | batch_69d153365cec8190a992c9e2cd6ad98f |
completed | April 4, 2026, 6:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d153ad7bc0819094ff50030b943643 |
completed | April 4, 2026, 6:08 p.m. |
Created at: March 30, 2026, 7:50 p.m.