Triple
T1677029
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heckler & Koch |
E36253
|
entity |
| Predicate | founder |
P104
|
FINISHED |
| Object |
Alex Seidel
Alex Seidel was a German firearms designer and industrialist best known as one of the co-founders of the weapons manufacturer Heckler & Koch.
|
E192492
|
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: Alex Seidel | Statement: [Heckler & Koch, founder, Alex Seidel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alex Seidel Context triple: [Heckler & Koch, founder, Alex Seidel]
-
A.
Jordan Krause
Jordan Krause is a film producer known for working on the documentary "Love, Antosha," which explores the life and legacy of actor Anton Yelchin.
-
B.
Kyle Davidson
Kyle Davidson is a Canadian ice hockey executive best known as the general manager responsible for leading the NHL’s Chicago Blackhawks roster rebuild.
-
C.
Shawn Horcoff
Shawn Horcoff is a former NHL center, best known for his long tenure with the Edmonton Oilers, who transitioned into hockey management after retiring as a player.
-
D.
Kyle Rote
Kyle Rote was a former New York Giants star running back and wide receiver who became a prominent American sportscaster and television commentator.
-
E.
Chris Stolte
Chris Stolte is a computer scientist and entrepreneur best known as a co-founder and former chief development officer of the data visualization company Tableau Software.
- 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: Alex Seidel Triple: [Heckler & Koch, founder, Alex Seidel]
Generated description
Alex Seidel was a German firearms designer and industrialist best known as one of the co-founders of the weapons manufacturer Heckler & Koch.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Alex Seidel Target entity description: Alex Seidel was a German firearms designer and industrialist best known as one of the co-founders of the weapons manufacturer Heckler & Koch.
-
A.
Jordan Krause
Jordan Krause is a film producer known for working on the documentary "Love, Antosha," which explores the life and legacy of actor Anton Yelchin.
-
B.
Kyle Davidson
Kyle Davidson is a Canadian ice hockey executive best known as the general manager responsible for leading the NHL’s Chicago Blackhawks roster rebuild.
-
C.
Shawn Horcoff
Shawn Horcoff is a former NHL center, best known for his long tenure with the Edmonton Oilers, who transitioned into hockey management after retiring as a player.
-
D.
Kyle Rote
Kyle Rote was a former New York Giants star running back and wide receiver who became a prominent American sportscaster and television commentator.
-
E.
Chris Stolte
Chris Stolte is a computer scientist and entrepreneur best known as a co-founder and former chief development officer of the data visualization company Tableau Software.
- 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_69ad8ac15c3c8190ba730217efd69a77 |
completed | March 8, 2026, 2:42 p.m. |
| NEDg | Description generation | batch_69ad9575acf88190aa3fe80794534dd4 |
completed | March 8, 2026, 3:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad97a7128c819097ff36216f00d4f9 |
completed | March 8, 2026, 3:37 p.m. |
Created at: March 4, 2026, 7:29 p.m.