Triple

T7465522
Position Surface form Disambiguated ID Type / Status
Subject German Army military schools E176363 entity
Predicate hasPart P35 FINISHED
Object Heeresnachrichtenschule Halle‑Saale
Heeresnachrichtenschule Halle‑Saale was a German Army training school specializing in military communications and signals instruction, located in Halle an der Saale.
 E666149 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: Heeresnachrichtenschule Halle‑Saale | Statement: [German Army military schools, hasPart, Heeresnachrichtenschule Halle‑Saale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heeresnachrichtenschule Halle‑Saale
Context triple: [German Army military schools, hasPart, Heeresnachrichtenschule Halle‑Saale]
  • A. Artillerieschule Jüterbog
    Artillerieschule Jüterbog was a major German Army artillery training school and instructional center located in Jüterbog, used primarily for educating and training artillery officers and specialists.
  • B. Heeresnachrichtenausbildungslager
    Heeresnachrichtenausbildungslager was a specialized German Army training camp focused on preparing personnel for military communications and signals duties.
  • C. Heereskriegsschule Wiener Neustadt
    Heereskriegsschule Wiener Neustadt was a principal officer training academy of the German Army, located in Wiener Neustadt and focused on preparing future army officers through advanced military education and leadership instruction.
  • D. Heeresunteroffizierschule Marienwerder
    Heeresunteroffizierschule Marienwerder was a German Army non-commissioned officer training school located in Marienwerder (now Kwidzyn, Poland) that prepared soldiers for NCO leadership roles.
  • E. Heeresreitschule Hannover
    Heeresreitschule Hannover was a German Army riding school in Hanover that specialized in training military personnel in horsemanship and cavalry tactics.
  • 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: Heeresnachrichtenschule Halle‑Saale
Triple: [German Army military schools, hasPart, Heeresnachrichtenschule Halle‑Saale]
Generated description
Heeresnachrichtenschule Halle‑Saale was a German Army training school specializing in military communications and signals instruction, located in Halle an der Saale.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heeresnachrichtenschule Halle‑Saale
Target entity description: Heeresnachrichtenschule Halle‑Saale was a German Army training school specializing in military communications and signals instruction, located in Halle an der Saale.
  • A. Artillerieschule Jüterbog
    Artillerieschule Jüterbog was a major German Army artillery training school and instructional center located in Jüterbog, used primarily for educating and training artillery officers and specialists.
  • B. Heeresnachrichtenausbildungslager chosen
    Heeresnachrichtenausbildungslager was a specialized German Army training camp focused on preparing personnel for military communications and signals duties.
  • C. Heereskriegsschule Wiener Neustadt
    Heereskriegsschule Wiener Neustadt was a principal officer training academy of the German Army, located in Wiener Neustadt and focused on preparing future army officers through advanced military education and leadership instruction.
  • D. Heeresunteroffizierschule Marienwerder
    Heeresunteroffizierschule Marienwerder was a German Army non-commissioned officer training school located in Marienwerder (now Kwidzyn, Poland) that prepared soldiers for NCO leadership roles.
  • E. Heeresreitschule Hannover
    Heeresreitschule Hannover was a German Army riding school in Hanover that specialized in training military personnel in horsemanship and cavalry tactics.
  • F. None of above.

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_69c69f21632481908bf83f6c6da897e3 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f3f28f34819080713a8abcc22034 completed March 27, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c845f8b9a48190a21cac7fb98bf26d completed March 28, 2026, 9:19 p.m.
NEDg Description generation batch_69c8478589248190b77df9a137bc67bf completed March 28, 2026, 9:26 p.m.
NED2 Entity disambiguation (via description) batch_69c847d3ccd48190b818364fc34d9972 completed March 28, 2026, 9:27 p.m.
Created at: March 27, 2026, 3:40 p.m.