Triple
T1677027
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heckler & Koch |
E36253
|
entity |
| Predicate | founder |
P104
|
FINISHED |
| Object |
Edmund Heckler
Edmund Heckler was a German industrialist and weapons designer best known as a co-founder of the firearms manufacturer Heckler & Koch.
|
E252110
|
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: Edmund Heckler | Statement: [Heckler & Koch, founder, Edmund Heckler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Edmund Heckler Context triple: [Heckler & Koch, founder, Edmund Heckler]
-
A.
Willard Huyck
Willard Huyck is an American filmmaker and screenwriter best known for his collaborations with George Lucas and his work on films such as "American Graffiti" and "Howard the Duck."
-
B.
Winston Hibler
Winston Hibler was an American screenwriter, producer, and narrator best known for his long association with Walt Disney Studios, where he contributed to classic animated features and nature documentaries.
-
C.
Hudson Stuck
Hudson Stuck was an Anglican archdeacon, missionary, and mountaineer best known for leading the first successful ascent of Denali in 1913.
-
D.
John Dinkeloo
John Dinkeloo was an American architect best known for his partnership with Eero Saarinen and later leadership of Kevin Roche John Dinkeloo and Associates, contributing to numerous influential modernist buildings.
-
E.
Walter Blume
Walter Blume was a German aircraft designer and former World War I fighter ace best known for his work on advanced Luftwaffe aircraft during the Second World War.
- 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: Edmund Heckler Triple: [Heckler & Koch, founder, Edmund Heckler]
Generated description
Edmund Heckler was a German industrialist and weapons designer best known as a co-founder of the firearms manufacturer Heckler & Koch.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Edmund Heckler Target entity description: Edmund Heckler was a German industrialist and weapons designer best known as a co-founder of the firearms manufacturer Heckler & Koch.
-
A.
Willard Huyck
Willard Huyck is an American filmmaker and screenwriter best known for his collaborations with George Lucas and his work on films such as "American Graffiti" and "Howard the Duck."
-
B.
Winston Hibler
Winston Hibler was an American screenwriter, producer, and narrator best known for his long association with Walt Disney Studios, where he contributed to classic animated features and nature documentaries.
-
C.
Hudson Stuck
Hudson Stuck was an Anglican archdeacon, missionary, and mountaineer best known for leading the first successful ascent of Denali in 1913.
-
D.
John Dinkeloo
John Dinkeloo was an American architect best known for his partnership with Eero Saarinen and later leadership of Kevin Roche John Dinkeloo and Associates, contributing to numerous influential modernist buildings.
-
E.
Walter Blume
Walter Blume was a German aircraft designer and former World War I fighter ace best known for his work on advanced Luftwaffe aircraft during the Second World War.
- 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_69a886139ed081909af0940aa9313512 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa625e4cd0819083825b41196f902d |
completed | March 6, 2026, 5:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7ed8b7a08190a39f4b90fbf68cd9 |
completed | March 9, 2026, 8:03 a.m. |
| NEDg | Description generation | batch_69ae7f701cc48190a5ca5320ac15117d |
completed | March 9, 2026, 8:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae7ff1fb748190961febf3790f03cf |
completed | March 9, 2026, 8:08 a.m. |
Created at: March 4, 2026, 7:29 p.m.