Triple
T3703288
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shreveport |
E80831
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Shreveport Downtown Airport
Shreveport Downtown Airport is a general aviation airport serving the Shreveport, Louisiana area, located near the city’s central business district.
|
E383489
|
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 Downtown Airport | Statement: [Shreveport, hasAirport, Shreveport Downtown Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shreveport Downtown Airport Context triple: [Shreveport, hasAirport, Shreveport Downtown Airport]
-
A.
Shreveport Regional Airport
Shreveport Regional Airport is a public airport serving as the primary commercial air gateway for the Shreveport metropolitan area in northwestern Louisiana.
-
B.
Baton Rouge Metropolitan Airport
Baton Rouge Metropolitan Airport is a public airport serving as the primary commercial aviation hub for Baton Rouge and the surrounding region in Louisiana.
-
C.
Hattiesburg–Laurel Regional Airport
Hattiesburg–Laurel Regional Airport is a public airport in Mississippi that provides commercial air service to the Hattiesburg and Laurel metropolitan area.
-
D.
Gulfport–Biloxi International Airport
Gulfport–Biloxi International Airport is a primary commercial airport serving the Mississippi Gulf Coast region, offering passenger flights, military operations, and general aviation services.
-
E.
Greenwood–Leflore Airport
Greenwood–Leflore Airport is a public airport serving the city of Greenwood and the surrounding Leflore County region in Mississippi.
- 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 Downtown Airport Triple: [Shreveport, hasAirport, Shreveport Downtown Airport]
Generated description
Shreveport Downtown Airport is a general aviation airport serving the Shreveport, Louisiana area, located near the city’s central business district.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shreveport Downtown Airport Target entity description: Shreveport Downtown Airport is a general aviation airport serving the Shreveport, Louisiana area, located near the city’s central business district.
-
A.
Shreveport Regional Airport
Shreveport Regional Airport is a public airport serving as the primary commercial air gateway for the Shreveport metropolitan area in northwestern Louisiana.
-
B.
Baton Rouge Metropolitan Airport
Baton Rouge Metropolitan Airport is a public airport serving as the primary commercial aviation hub for Baton Rouge and the surrounding region in Louisiana.
-
C.
Hattiesburg–Laurel Regional Airport
Hattiesburg–Laurel Regional Airport is a public airport in Mississippi that provides commercial air service to the Hattiesburg and Laurel metropolitan area.
-
D.
Gulfport–Biloxi International Airport
Gulfport–Biloxi International Airport is a primary commercial airport serving the Mississippi Gulf Coast region, offering passenger flights, military operations, and general aviation services.
-
E.
Greenwood–Leflore Airport
Greenwood–Leflore Airport is a public airport serving the city of Greenwood and the surrounding Leflore County region in Mississippi.
- 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_69ad8b1793888190a5f70e4b21dc05a1 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adc54925b48190b23d2a14ef825abc |
completed | March 8, 2026, 6:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4db041370819084b04e46d95ca966 |
completed | March 14, 2026, 3:50 a.m. |
| NEDg | Description generation | batch_69b4dbbc23f08190a03ef4e4197398a4 |
completed | March 14, 2026, 3:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4dcac6fdc81908998415ffe1aabaa |
completed | March 14, 2026, 3:57 a.m. |
Created at: March 8, 2026, 3:33 p.m.