Triple
T8131379
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heckler & Koch |
E189859
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object | Edmund Heckler |
E252110
|
NE FINISHED |
How this triple was built (2 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: Edmund Heckler | Statement: [Heckler & Koch, foundedBy, Edmund Heckler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Edmund Heckler Context triple: [Heckler & Koch, foundedBy, Edmund Heckler]
-
A.
Edmund Heckler
chosen
Edmund Heckler was a German industrialist and weapons designer best known as a co-founder of the firearms manufacturer Heckler & Koch.
-
B.
Edgar Schmued
Edgar Schmued was an aeronautical engineer best known as the chief designer of several iconic World War II and early jet-era fighter aircraft for North American Aviation.
-
C.
Howard Holbrook
Howard Holbrook is an individual notable enough to be recognized as a bearer of the Holbrook surname, though specific widely known public details about him are not readily established.
-
D.
William Hornbeck
William Hornbeck was an influential American film editor known for his work on numerous classic Hollywood films and for helping to shape modern editing techniques.
-
E.
Franklin Keeler
Franklin Keeler was the founder of the Times Union newspaper.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca82bcb4848190a9a9d036ad768642 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb43b96cd481908c0679050c35d83f |
completed | March 31, 2026, 3:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce0218a3888190a0b224cf93a511de |
completed | April 2, 2026, 5:43 a.m. |
Created at: March 30, 2026, 5:34 p.m.