Triple

T4153209
Position Surface form Disambiguated ID Type / Status
Subject Speer E89955 entity
Predicate hasNotableBearer P458 FINISHED
Object 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.
 E433998 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: Heinrich Speer | Statement: [Speer, hasNotableBearer, Heinrich Speer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heinrich Speer
Context triple: [Speer, hasNotableBearer, Heinrich Speer]
  • A. Reinhard Speer
    Reinhard Speer is a relatively obscure individual known primarily from name-bearing records rather than for widely documented public achievements.
  • B. Hans Speer
    Hans Speer is a German architect and urban planner known for his work in the mid-20th century.
  • 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. Emil Speer
    Emil Speer is an individual notable primarily for sharing the surname associated with the historically prominent Speer family.
  • E. Hans Heinrich Lammers
    Hans Heinrich Lammers was a high-ranking Nazi official who served as Chief of the Reich Chancellery and was later prosecuted for his role in the Third Reich.
  • 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: Heinrich Speer
Triple: [Speer, hasNotableBearer, Heinrich Speer]
Generated description
Heinrich Speer is a relatively obscure historical figure known primarily through records that list him as a notable bearer of the surname Speer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heinrich Speer
Target entity description: Heinrich Speer is a relatively obscure historical figure known primarily through records that list him as a notable bearer of the surname Speer.
  • A. Reinhard Speer
    Reinhard Speer is a relatively obscure individual known primarily from name-bearing records rather than for widely documented public achievements.
  • B. Hans Speer
    Hans Speer is a German architect and urban planner known for his work in the mid-20th century.
  • 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. Emil Speer
    Emil Speer is an individual notable primarily for sharing the surname associated with the historically prominent Speer family.
  • E. Hans Heinrich Lammers
    Hans Heinrich Lammers was a high-ranking Nazi official who served as Chief of the Reich Chancellery and was later prosecuted for his role in the Third Reich.
  • 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_69b5db77e7d88190a7ba250972e133fa completed March 14, 2026, 10:04 p.m.
NEDg Description generation batch_69b5dc3d81a08190b29b633009fab4ff completed March 14, 2026, 10:07 p.m.
NED2 Entity disambiguation (via description) batch_69b5e04f356c81909e3f6f2c865e0f99 completed March 14, 2026, 10:25 p.m.
Created at: March 9, 2026, 3:44 p.m.