Triple
T4358013
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forrest City, Arkansas |
E98596
|
entity |
| Predicate | hasAirportNearby |
P4363
|
FINISHED |
| Object |
Forrest City Municipal Airport
Forrest City Municipal Airport is a public-use airport serving general aviation needs for Forrest City and the surrounding region in eastern Arkansas.
|
E432956
|
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: Forrest City Municipal Airport | Statement: [Forrest City, Arkansas, hasAirportNearby, Forrest City Municipal Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forrest City Municipal Airport Context triple: [Forrest City, Arkansas, hasAirportNearby, Forrest City Municipal Airport]
-
A.
Tupelo Regional Airport
Tupelo Regional Airport is a public airport in Tupelo, Mississippi, providing commercial and general aviation services to the surrounding region.
-
B.
Springdale Municipal Airport
Springdale Municipal Airport is a public-use airport serving general aviation and regional air traffic for the city of Springdale in northwest Arkansas.
-
C.
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.
-
D.
Fort Smith Regional Airport
Fort Smith Regional Airport is a public airport in Fort Smith, Arkansas, serving as the main commercial air gateway for the surrounding bi-state metropolitan area.
-
E.
Tipton Airport
Tipton Airport is a public general aviation airport in Maryland that primarily serves local and regional air traffic for the surrounding Howard County area.
- 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: Forrest City Municipal Airport Triple: [Forrest City, Arkansas, hasAirportNearby, Forrest City Municipal Airport]
Generated description
Forrest City Municipal Airport is a public-use airport serving general aviation needs for Forrest City and the surrounding region in eastern Arkansas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forrest City Municipal Airport Target entity description: Forrest City Municipal Airport is a public-use airport serving general aviation needs for Forrest City and the surrounding region in eastern Arkansas.
-
A.
Tupelo Regional Airport
Tupelo Regional Airport is a public airport in Tupelo, Mississippi, providing commercial and general aviation services to the surrounding region.
-
B.
Springdale Municipal Airport
Springdale Municipal Airport is a public-use airport serving general aviation and regional air traffic for the city of Springdale in northwest Arkansas.
-
C.
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.
-
D.
Fort Smith Regional Airport
Fort Smith Regional Airport is a public airport in Fort Smith, Arkansas, serving as the main commercial air gateway for the surrounding bi-state metropolitan area.
-
E.
Tipton Airport
Tipton Airport is a public general aviation airport in Maryland that primarily serves local and regional air traffic for the surrounding Howard County area.
- 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_69b3454c772081908e20173e379e8ebe |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b351c7fa1881908bdc844a7142eb65 |
completed | March 12, 2026, 11:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5dbbcb6188190a8a4da6a080f0d61 |
completed | March 14, 2026, 10:05 p.m. |
| NEDg | Description generation | batch_69b5dc7763488190b056ba759ac9fa73 |
completed | March 14, 2026, 10:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5dd07854c8190ac55586d245028a6 |
completed | March 14, 2026, 10:11 p.m. |
Created at: March 12, 2026, 11:16 p.m.