Triple
T16538201
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Springfield, Louisiana |
E401748
|
entity |
| Predicate | parish |
P2739
|
FINISHED |
| Object |
Livingston Parish, Louisiana
Livingston Parish, Louisiana is a parish in southeastern Louisiana that forms part of the Baton Rouge metropolitan area and is known for its rapidly growing suburban communities and proximity to the Amite River and Lake Maurepas.
|
E1409462
|
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: Livingston Parish, Louisiana | Statement: [Springfield, Louisiana, parish, Livingston Parish, Louisiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Livingston Parish, Louisiana Context triple: [Springfield, Louisiana, parish, Livingston Parish, Louisiana]
-
A.
Ouachita Parish, Louisiana
Ouachita Parish, Louisiana is a parish in northeastern Louisiana that includes the city of Monroe and serves as an important regional center for commerce, education, and culture.
-
B.
Grant Parish, Louisiana
Grant Parish, Louisiana is a rural central Louisiana parish historically known as the site of the 1873 Colfax massacre during the Reconstruction era.
-
C.
Vermilion Parish, Louisiana
Vermilion Parish, Louisiana is a coastal parish in the Acadiana region known for its Cajun culture, agriculture, and wetlands along the Gulf of Mexico.
-
D.
Lincoln Parish, Louisiana
Lincoln Parish, Louisiana is a north-central Louisiana parish known for its seat in Ruston and as home to Louisiana Tech University.
-
E.
Allen Parish, Louisiana
Allen Parish, Louisiana is a rural parish in the southwestern part of the state known for its small communities, timber and agriculture, and several correctional and federal facilities.
- 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: Livingston Parish, Louisiana Triple: [Springfield, Louisiana, parish, Livingston Parish, Louisiana]
Generated description
Livingston Parish, Louisiana is a parish in southeastern Louisiana that forms part of the Baton Rouge metropolitan area and is known for its rapidly growing suburban communities and proximity to the Amite River and Lake Maurepas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Livingston Parish, Louisiana Target entity description: Livingston Parish, Louisiana is a parish in southeastern Louisiana that forms part of the Baton Rouge metropolitan area and is known for its rapidly growing suburban communities and proximity to the Amite River and Lake Maurepas.
-
A.
Ouachita Parish, Louisiana
Ouachita Parish, Louisiana is a parish in northeastern Louisiana that includes the city of Monroe and serves as an important regional center for commerce, education, and culture.
-
B.
Grant Parish, Louisiana
Grant Parish, Louisiana is a rural central Louisiana parish historically known as the site of the 1873 Colfax massacre during the Reconstruction era.
-
C.
Vermilion Parish, Louisiana
Vermilion Parish, Louisiana is a coastal parish in the Acadiana region known for its Cajun culture, agriculture, and wetlands along the Gulf of Mexico.
-
D.
Lincoln Parish, Louisiana
Lincoln Parish, Louisiana is a north-central Louisiana parish known for its seat in Ruston and as home to Louisiana Tech University.
-
E.
Allen Parish, Louisiana
Allen Parish, Louisiana is a rural parish in the southwestern part of the state known for its small communities, timber and agriculture, and several correctional and federal facilities.
- 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_69d88384bc30819084229e7dcdc39a41 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e34559ca948190a9eb810b9b3be079 |
completed | April 18, 2026, 8:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0815e456ec8190986280b85fc017c7 |
completed | May 16, 2026, 6:59 a.m. |
| NEDg | Description generation | batch_6a081a539a7c819089d8a308102e7d20 |
completed | May 16, 2026, 7:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a081ab0e7208190b6020f9f9974084b |
completed | May 16, 2026, 7:20 a.m. |
Created at: April 10, 2026, 5:15 a.m.