Triple
T4153211
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Speer |
E89955
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Karl Speer
Karl Speer is a person notable enough to be recognized as a bearer of the surname Speer, though specific widely known biographical details about him are not well documented.
|
E438541
|
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: Karl Speer | Statement: [Speer, hasNotableBearer, Karl Speer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karl Speer Context triple: [Speer, hasNotableBearer, Karl Speer]
-
A.
Emil Speer
Emil Speer is an individual notable primarily for sharing the surname associated with the historically prominent Speer family.
-
B.
Albert Speer
Albert Speer was a German architect and Nazi official who served as Adolf Hitler’s chief architect and later as Minister of Armaments and War Production, becoming one of the most prominent defendants at the Nuremberg trials.
-
C.
Johann Speer
Johann Speer is a person notable enough to be recognized as a bearer of the surname Speer, though specific widely known biographical details about him are not clearly established.
-
D.
Reinhard Speer
Reinhard Speer is a relatively obscure individual known primarily from name-bearing records rather than for widely documented public achievements.
-
E.
Heinrich Speer
Heinrich Speer is a relatively obscure historical figure known primarily through records that list him as a notable bearer of the surname Speer.
- 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: Karl Speer Triple: [Speer, hasNotableBearer, Karl Speer]
Generated description
Karl Speer is a person notable enough to be recognized as a bearer of the surname Speer, though specific widely known biographical details about him are not well documented.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karl Speer Target entity description: Karl Speer is a person notable enough to be recognized as a bearer of the surname Speer, though specific widely known biographical details about him are not well documented.
-
A.
Emil Speer
Emil Speer is an individual notable primarily for sharing the surname associated with the historically prominent Speer family.
-
B.
Albert Speer
Albert Speer was a German architect and Nazi official who served as Adolf Hitler’s chief architect and later as Minister of Armaments and War Production, becoming one of the most prominent defendants at the Nuremberg trials.
-
C.
Johann Speer
Johann Speer is a person notable enough to be recognized as a bearer of the surname Speer, though specific widely known biographical details about him are not clearly established.
-
D.
Reinhard Speer
Reinhard Speer is a relatively obscure individual known primarily from name-bearing records rather than for widely documented public achievements.
-
E.
Heinrich Speer
Heinrich Speer is a relatively obscure historical figure known primarily through records that list him as a notable bearer of the surname Speer.
- 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_69aed95a59a881909b26e70b42c6811a |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af0277a910819085cde5df9a8110d8 |
completed | March 9, 2026, 5:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f5a4f75481909236504eaf81ce33 |
completed | March 14, 2026, 11:56 p.m. |
| NEDg | Description generation | batch_69b5f65e9bec819082c33b0c066cd42b |
completed | March 14, 2026, 11:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5fa90f6a48190a27dfeb65f705225 |
completed | March 15, 2026, 12:17 a.m. |
Created at: March 9, 2026, 3:44 p.m.