Triple
T10027844
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MP5 |
E204775
|
entity |
| Predicate | designedBy |
P184
|
FINISHED |
| Object |
Manfred Guhring
Manfred Guhring is a German firearms designer best known for creating the iconic Heckler & Koch MP5 submachine gun.
|
E965183
|
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: Manfred Guhring | Statement: [MP5, designedBy, Manfred Guhring]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manfred Guhring Context triple: [MP5, designedBy, Manfred Guhring]
-
A.
Manfred Scheuer
Manfred Scheuer is an Austrian Roman Catholic prelate who serves as the Bishop of Linz.
-
B.
Claus Wellenreuther
Claus Wellenreuther is a German entrepreneur best known as one of the co-founders of the enterprise software company SAP.
-
C.
Fritz Schumacher
Fritz Schumacher was a prominent German architect and urban planner known for his influential role in early 20th-century design reform and modern architecture.
-
D.
Heinz Thiel
Heinz Thiel was a German film director known for his work in East German cinema, particularly during the mid-20th century.
-
E.
Heinz Ewald
Heinz Ewald was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front.
- 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: Manfred Guhring Triple: [MP5, designedBy, Manfred Guhring]
Generated description
Manfred Guhring is a German firearms designer best known for creating the iconic Heckler & Koch MP5 submachine gun.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manfred Guhring Target entity description: Manfred Guhring is a German firearms designer best known for creating the iconic Heckler & Koch MP5 submachine gun.
-
A.
Manfred Scheuer
Manfred Scheuer is an Austrian Roman Catholic prelate who serves as the Bishop of Linz.
-
B.
Claus Wellenreuther
Claus Wellenreuther is a German entrepreneur best known as one of the co-founders of the enterprise software company SAP.
-
C.
Fritz Schumacher
Fritz Schumacher was a prominent German architect and urban planner known for his influential role in early 20th-century design reform and modern architecture.
-
D.
Heinz Thiel
Heinz Thiel was a German film director known for his work in East German cinema, particularly during the mid-20th century.
-
E.
Heinz Ewald
Heinz Ewald was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front.
- 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_69ca834d77188190ad645e33e8ca3200 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cdcde51c408190afb34010b1707014 |
completed | April 2, 2026, 2:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f62d41448190ab65fb9c81d4d673 |
completed | May 2, 2026, 1:03 p.m. |
| NEDg | Description generation | batch_69f600b51f488190a85a8f10f190b3c0 |
completed | May 2, 2026, 1:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f601ebaa448190ba59485d9d7d68d1 |
completed | May 2, 2026, 1:53 p.m. |
Created at: March 30, 2026, 8:54 p.m.