Triple
T21380010
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madisonville, Texas |
E527320
|
entity |
| Predicate | hasFacility |
P105
|
FINISHED |
| Object |
Madisonville Municipal Airport
Madisonville Municipal Airport is a public-use airport serving general aviation needs for the city of Madisonville in east-central Texas.
|
E1488866
|
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: Madisonville Municipal Airport | Statement: [Madisonville, Texas, hasFacility, Madisonville Municipal Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Madisonville Municipal Airport Context triple: [Madisonville, Texas, hasFacility, Madisonville Municipal Airport]
-
A.
Vermilion County Airport
Vermilion County Airport is a public-use airport serving general aviation needs for Danville and the surrounding Vermilion County region in Illinois.
-
B.
LaBelle Municipal Airport
LaBelle Municipal Airport is a public-use general aviation airport serving the city of LaBelle and surrounding areas in Hendry County, Florida.
-
C.
Jefferson County Airport
Jefferson County Airport, now known as Jack Brooks Regional Airport, is a public airport serving the Beaumont–Port Arthur area in Southeast Texas.
-
D.
Greenwood County Airport
Greenwood County Airport is a public general aviation airport serving the Greenwood County area in South Carolina, providing facilities for private, corporate, and small commercial aircraft operations.
-
E.
J. F. Mitchell Airport
J. F. Mitchell Airport is the small regional airport serving the island of Bequia in Saint Vincent and the Grenadines, handling mainly inter-island and charter flights.
- 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: Madisonville Municipal Airport Triple: [Madisonville, Texas, hasFacility, Madisonville Municipal Airport]
Generated description
Madisonville Municipal Airport is a public-use airport serving general aviation needs for the city of Madisonville in east-central Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Madisonville Municipal Airport Target entity description: Madisonville Municipal Airport is a public-use airport serving general aviation needs for the city of Madisonville in east-central Texas.
-
A.
Vermilion County Airport
Vermilion County Airport is a public-use airport serving general aviation needs for Danville and the surrounding Vermilion County region in Illinois.
-
B.
LaBelle Municipal Airport
LaBelle Municipal Airport is a public-use general aviation airport serving the city of LaBelle and surrounding areas in Hendry County, Florida.
-
C.
Jefferson County Airport
Jefferson County Airport, now known as Jack Brooks Regional Airport, is a public airport serving the Beaumont–Port Arthur area in Southeast Texas.
-
D.
Greenwood County Airport
Greenwood County Airport is a public general aviation airport serving the Greenwood County area in South Carolina, providing facilities for private, corporate, and small commercial aircraft operations.
-
E.
J. F. Mitchell Airport
J. F. Mitchell Airport is the small regional airport serving the island of Bequia in Saint Vincent and the Grenadines, handling mainly inter-island and charter flights.
- 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_69e0b51f363c8190944000ab5523b02b |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e8b0cdab8c8190a7eebe6e5961ee75 |
completed | April 22, 2026, 11:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09e8120484819096566a1ab353e78c |
completed | May 17, 2026, 4:08 p.m. |
| NEDg | Description generation | batch_6a09e939e31c8190a6bae24ac06250e7 |
completed | May 17, 2026, 4:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09e9cf75308190a2878f6ab0b5f5a2 |
completed | May 17, 2026, 4:16 p.m. |
Created at: April 16, 2026, 5:11 p.m.