Triple
T23097489
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A. L. Mangham Jr. Regional Airport |
E575933
|
entity |
| Predicate | ICAOCode |
P419
|
FINISHED |
| Object |
KOCH
KOCH is the ICAO airport code for A. L. Mangham Jr. Regional Airport in Nacogdoches, Texas, United States.
|
E1569240
|
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: KOCH | Statement: [A. L. Mangham Jr. Regional Airport, ICAOCode, KOCH]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: KOCH Context triple: [A. L. Mangham Jr. Regional Airport, ICAOCode, KOCH]
-
A.
Koch
Koch is a German surname most famously associated with Robert Koch, the pioneering microbiologist who discovered the causative agents of tuberculosis and cholera.
-
B.
KO
KO is the New York Stock Exchange ticker symbol for The Coca-Cola Company, one of the world’s largest and most recognizable beverage corporations.
-
C.
KO
KO is the line symbol used to represent the Keiō New Line, a railway line in the Tokyo metropolitan area operated by Keio Corporation.
-
D.
Kocher
The Kocher is a river in the German state of Baden-Württemberg that flows through towns such as Aalen and Schwäbisch Hall before joining the Neckar.
-
E.
Kocher
Kocher is a Swiss surname most notably associated with Nobel Prize–winning surgeon Emil Theodor Kocher.
- 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: KOCH Triple: [A. L. Mangham Jr. Regional Airport, ICAOCode, KOCH]
Generated description
KOCH is the ICAO airport code for A. L. Mangham Jr. Regional Airport in Nacogdoches, Texas, United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: KOCH Target entity description: KOCH is the ICAO airport code for A. L. Mangham Jr. Regional Airport in Nacogdoches, Texas, United States.
-
A.
Koch
Koch is a German surname most famously associated with Robert Koch, the pioneering microbiologist who discovered the causative agents of tuberculosis and cholera.
-
B.
KO
KO is the New York Stock Exchange ticker symbol for The Coca-Cola Company, one of the world’s largest and most recognizable beverage corporations.
-
C.
KO
KO is the line symbol used to represent the Keiō New Line, a railway line in the Tokyo metropolitan area operated by Keio Corporation.
-
D.
Kocher
The Kocher is a river in the German state of Baden-Württemberg that flows through towns such as Aalen and Schwäbisch Hall before joining the Neckar.
-
E.
Kocher
Kocher is a Swiss surname most notably associated with Nobel Prize–winning surgeon Emil Theodor Kocher.
- 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_69e245c060b48190a9bd61a47a16db17 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f18de61c7c8190809920fa1071935f |
completed | April 29, 2026, 4:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c15bdd9fc8190a8b5e462057c0fdb |
completed | May 19, 2026, 7:48 a.m. |
| NEDg | Description generation | batch_6a0c167881a88190a8da82f37c47e810 |
completed | May 19, 2026, 7:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c17154a148190863ef7abe33861f0 |
completed | May 19, 2026, 7:53 a.m. |
Created at: April 17, 2026, 3:57 p.m.