Triple

T4183778
Position Surface form Disambiguated ID Type / Status
Subject VIII Army Corps E88260 entity
Predicate notableCommander P1197 FINISHED
Object Walter Heitz
Walter Heitz was a German Wehrmacht general best known for commanding the VIII Army Corps and later the doomed German forces in Stalingrad during World War II.
E522047 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: Walter Heitz | Statement: [VIII Army Corps, notableCommander, Walter Heitz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walter Heitz
Context triple: [VIII Army Corps, notableCommander, Walter Heitz]
  • A. Walter Naegle
    Walter Naegle is an American activist and archivist best known as the longtime partner and estate executor of civil rights leader Bayard Rustin.
  • B. Walter Wolfrum
    Walter Wolfrum was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front.
  • C. Walter Wottitz
    Walter Wottitz was a French cinematographer best known for his Academy Award-winning work on the World War II epic film "The Longest Day."
  • D. Walter Buch
    Walter Buch was a high-ranking Nazi official who served as the chief judge of the Nazi Party’s Supreme Court and played a key role in enforcing party discipline.
  • E. Walter Zinn
    Walter Zinn was a pioneering nuclear physicist who played a central role in the development of the first nuclear reactor and later became the first director of the U.S. Atomic Energy Commission’s Argonne National Laboratory.
  • 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: Walter Heitz
Triple: [VIII Army Corps, notableCommander, Walter Heitz]
Generated description
Walter Heitz was a German Wehrmacht general best known for commanding the VIII Army Corps and later the doomed German forces in Stalingrad during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walter Heitz
Target entity description: Walter Heitz was a German Wehrmacht general best known for commanding the VIII Army Corps and later the doomed German forces in Stalingrad during World War II.
  • A. Walter Naegle
    Walter Naegle is an American activist and archivist best known as the longtime partner and estate executor of civil rights leader Bayard Rustin.
  • B. Walter Wolfrum
    Walter Wolfrum was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front.
  • C. Walter Wottitz
    Walter Wottitz was a French cinematographer best known for his Academy Award-winning work on the World War II epic film "The Longest Day."
  • D. Walter Buch
    Walter Buch was a high-ranking Nazi official who served as the chief judge of the Nazi Party’s Supreme Court and played a key role in enforcing party discipline.
  • E. Walter Zinn
    Walter Zinn was a pioneering nuclear physicist who played a central role in the development of the first nuclear reactor and later became the first director of the U.S. Atomic Energy Commission’s Argonne National Laboratory.
  • 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_69aed9477e8c81908bcb862d2db55b1d completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af0307a0b481909c7287402a8c78c4 completed March 9, 2026, 5:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf4865e65c81909165e7c6fed0d2ff completed March 22, 2026, 1:39 a.m.
NEDg Description generation batch_69bf492769b08190a3675893ff3473c1 completed March 22, 2026, 1:43 a.m.
NED2 Entity disambiguation (via description) batch_69bf49956ee48190b74fa50728d4248b completed March 22, 2026, 1:44 a.m.
Created at: March 9, 2026, 3:45 p.m.