Triple
T435670
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Parish |
E10005
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
Shreveport, Louisiana, United States
Shreveport is a major city in northwestern Louisiana known for its role as a regional economic and cultural center along the Red River.
|
E54597
|
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: Shreveport, Louisiana, United States | Statement: [Robert Parish, placeOfBirth, Shreveport, Louisiana, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shreveport, Louisiana, United States Context triple: [Robert Parish, placeOfBirth, Shreveport, Louisiana, United States]
-
A.
Monroe, Louisiana, United States
Monroe, Louisiana, United States, is a city in northeastern Louisiana known as a regional hub for commerce, education, and culture along the Ouachita River.
-
B.
West Monroe, Louisiana
West Monroe, Louisiana is a small city in northeastern Louisiana, located across the Ouachita River from Monroe and known for its shared regional economy and community with its larger twin city.
-
C.
New Orleans
New Orleans is a historic port city in southeastern Louisiana known for its vibrant jazz music, Creole cuisine, and distinctive French and Spanish-influenced architecture.
-
D.
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.
-
E.
Columbus, Mississippi, United States
Columbus, Mississippi, United States, is a small historic city in eastern Mississippi known for its antebellum architecture and as the home of Mississippi University for Women.
- 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: Shreveport, Louisiana, United States Triple: [Robert Parish, placeOfBirth, Shreveport, Louisiana, United States]
Generated description
Shreveport is a major city in northwestern Louisiana known for its role as a regional economic and cultural center along the Red River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shreveport, Louisiana, United States Target entity description: Shreveport is a major city in northwestern Louisiana known for its role as a regional economic and cultural center along the Red River.
-
A.
Monroe, Louisiana, United States
Monroe, Louisiana, United States, is a city in northeastern Louisiana known as a regional hub for commerce, education, and culture along the Ouachita River.
-
B.
West Monroe, Louisiana
West Monroe, Louisiana is a small city in northeastern Louisiana, located across the Ouachita River from Monroe and known for its shared regional economy and community with its larger twin city.
-
C.
New Orleans
New Orleans is a historic port city in southeastern Louisiana known for its vibrant jazz music, Creole cuisine, and distinctive French and Spanish-influenced architecture.
-
D.
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.
-
E.
Columbus, Mississippi, United States
Columbus, Mississippi, United States, is a small historic city in eastern Mississippi known for its antebellum architecture and as the home of Mississippi University for Women.
- 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_69a2e8465ef481909655c681b01e2986 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2ef0b6e0c8190ad6a335ee804829c |
completed | Feb. 28, 2026, 1:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a431e6989c81909d0a79408f8ca76a |
completed | March 1, 2026, 12:32 p.m. |
| NEDg | Description generation | batch_69a43241ad9881909fb74e078ea07e19 |
completed | March 1, 2026, 12:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a43301bbe08190ac625f5194d36267 |
completed | March 1, 2026, 12:37 p.m. |
Created at: Feb. 28, 2026, 1:11 p.m.