Triple
T4153215
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Speer |
E89955
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Thomas Speer
Thomas Speer is an individual notable enough to be recognized as a prominent bearer of the surname Speer.
|
E441332
|
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: Thomas Speer | Statement: [Speer, hasNotableBearer, Thomas Speer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thomas Speer Context triple: [Speer, hasNotableBearer, Thomas Speer]
-
A.
Ludwig Speer
Ludwig Speer is a notable individual who shares the Speer surname, recognized as a distinct bearer of this family name.
-
B.
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.
-
C.
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.
-
D.
Reinhard Speer
Reinhard Speer is a relatively obscure individual known primarily from name-bearing records rather than for widely documented public achievements.
-
E.
Emil Speer
Emil Speer is an individual notable primarily for sharing the surname associated with the historically prominent Speer family.
- 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: Thomas Speer Triple: [Speer, hasNotableBearer, Thomas Speer]
Generated description
Thomas Speer is an individual notable enough to be recognized as a prominent bearer of the surname Speer.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thomas Speer Target entity description: Thomas Speer is an individual notable enough to be recognized as a prominent bearer of the surname Speer.
-
A.
Ludwig Speer
Ludwig Speer is a notable individual who shares the Speer surname, recognized as a distinct bearer of this family name.
-
B.
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.
-
C.
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.
-
D.
Reinhard Speer
Reinhard Speer is a relatively obscure individual known primarily from name-bearing records rather than for widely documented public achievements.
-
E.
Emil Speer
Emil Speer is an individual notable primarily for sharing the surname associated with the historically prominent Speer family.
- 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_69b627befdd881908b602fd80f030405 |
completed | March 15, 2026, 3:30 a.m. |
| NEDg | Description generation | batch_69b62977dcc88190aa79e77e42f7a866 |
completed | March 15, 2026, 3:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b629f4a1748190945a02e5f0f3d1d1 |
completed | March 15, 2026, 3:39 a.m. |
Created at: March 9, 2026, 3:44 p.m.