Triple
T2638787
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hattiesburg, Mississippi |
E62812
|
entity |
| Predicate | servedBy |
P82
|
FINISHED |
| Object |
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.
|
E284292
|
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: Hattiesburg–Laurel Regional Airport | Statement: [Hattiesburg, Mississippi, servedBy, Hattiesburg–Laurel Regional Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hattiesburg–Laurel Regional Airport Context triple: [Hattiesburg, Mississippi, servedBy, Hattiesburg–Laurel Regional Airport]
-
A.
McComb-Pike County Airport
McComb-Pike County Airport is a public airport serving general aviation and regional air traffic for the city of McComb and surrounding Pike County in Mississippi.
-
B.
Atmore Municipal Airport
Atmore Municipal Airport is a public-use general aviation airport serving the city of Atmore and surrounding areas in Escambia County, Alabama.
-
C.
Barkley Regional Airport
Barkley Regional Airport is a public airport serving the city of Paducah and the surrounding western Kentucky region with commercial and general aviation services.
-
D.
Hickory Regional Airport
Hickory Regional Airport is a public airport serving the city of Hickory and the surrounding region in western North Carolina, primarily supporting general aviation and limited commercial operations.
-
E.
Vance W. Amory International Airport
Vance W. Amory International Airport is the main airport serving the island of Nevis in the Caribbean nation of Saint Kitts and Nevis.
- 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: Hattiesburg–Laurel Regional Airport Triple: [Hattiesburg, Mississippi, servedBy, Hattiesburg–Laurel Regional Airport]
Generated description
Hattiesburg–Laurel Regional Airport is a public airport in Mississippi that provides commercial air service to the Hattiesburg and Laurel metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hattiesburg–Laurel Regional Airport Target entity description: Hattiesburg–Laurel Regional Airport is a public airport in Mississippi that provides commercial air service to the Hattiesburg and Laurel metropolitan area.
-
A.
McComb-Pike County Airport
McComb-Pike County Airport is a public airport serving general aviation and regional air traffic for the city of McComb and surrounding Pike County in Mississippi.
-
B.
Atmore Municipal Airport
Atmore Municipal Airport is a public-use general aviation airport serving the city of Atmore and surrounding areas in Escambia County, Alabama.
-
C.
Barkley Regional Airport
Barkley Regional Airport is a public airport serving the city of Paducah and the surrounding western Kentucky region with commercial and general aviation services.
-
D.
Hickory Regional Airport
Hickory Regional Airport is a public airport serving the city of Hickory and the surrounding region in western North Carolina, primarily supporting general aviation and limited commercial operations.
-
E.
Vance W. Amory International Airport
Vance W. Amory International Airport is the main airport serving the island of Nevis in the Caribbean nation of Saint Kitts and Nevis.
- 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_69ab4c3f2dcc819082df80f5e032f690 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abd8e470ac8190bd0d6de6805afcd0 |
completed | March 7, 2026, 7:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af90b628748190bdbb23f1d85bc3fd |
completed | March 10, 2026, 3:32 a.m. |
| NEDg | Description generation | batch_69af91c6de008190ad8fb3a3c06472cb |
completed | March 10, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af9253953c8190a8e18c92d66263cc |
completed | March 10, 2026, 3:38 a.m. |
Created at: March 6, 2026, 9:53 p.m.