Triple

T4651172
Position Surface form Disambiguated ID Type / Status
Subject Tom B. Brown E102297 entity
Predicate hasCoAuthor P2389 FINISHED
Object Clemens Winter
Clemens Winter is a researcher and co-author known for collaborating with Tom B. Brown on work in artificial intelligence and machine learning.
E457866 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: Clemens Winter | Statement: [Tom B. Brown, hasCoAuthor, Clemens Winter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clemens Winter
Context triple: [Tom B. Brown, hasCoAuthor, Clemens Winter]
  • A. Franz Schilling
    Franz Schilling was a Nazi physician prosecuted in the post–World War II Doctors' Trial for his involvement in unethical and criminal medical experiments.
  • B. Max Dudler
    Max Dudler is a Swiss-born architect known for his minimalist, rigorously geometric designs that blend modernism with classical proportions, particularly in cultural and institutional buildings across Europe.
  • C. Karl Pfirsch
    Karl Pfirsch was a German industrialist who stood as a defendant in the Nuremberg Military Tribunal’s Case X for his involvement in Nazi-era economic activities.
  • D. Kurt Diemberger
    Kurt Diemberger is an Austrian mountaineer and filmmaker renowned as one of the few climbers to have made first ascents on two 8,000-meter peaks.
  • E. Walter Franz
    Walter Franz is a central character in Arthur Miller's play "The Price," an aging, pragmatic furniture dealer whose negotiations reveal the play’s themes of memory, regret, and the cost of past choices.
  • 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: Clemens Winter
Triple: [Tom B. Brown, hasCoAuthor, Clemens Winter]
Generated description
Clemens Winter is a researcher and co-author known for collaborating with Tom B. Brown on work in artificial intelligence and machine learning.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clemens Winter
Target entity description: Clemens Winter is a researcher and co-author known for collaborating with Tom B. Brown on work in artificial intelligence and machine learning.
  • A. Franz Schilling
    Franz Schilling was a Nazi physician prosecuted in the post–World War II Doctors' Trial for his involvement in unethical and criminal medical experiments.
  • B. Max Dudler
    Max Dudler is a Swiss-born architect known for his minimalist, rigorously geometric designs that blend modernism with classical proportions, particularly in cultural and institutional buildings across Europe.
  • C. Karl Pfirsch
    Karl Pfirsch was a German industrialist who stood as a defendant in the Nuremberg Military Tribunal’s Case X for his involvement in Nazi-era economic activities.
  • D. Kurt Diemberger
    Kurt Diemberger is an Austrian mountaineer and filmmaker renowned as one of the few climbers to have made first ascents on two 8,000-meter peaks.
  • E. Walter Franz
    Walter Franz is a central character in Arthur Miller's play "The Price," an aging, pragmatic furniture dealer whose negotiations reveal the play’s themes of memory, regret, and the cost of past choices.
  • 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_69bd43d71a308190afea7280841b0de8 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd6c3d1cb88190a42919dcbfe2568c completed March 20, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfae7636881908244b86cba1c66b7 completed March 21, 2026, 1:56 a.m.
NEDg Description generation batch_69bdfbc12acc8190b8116a6003abb3e3 completed March 21, 2026, 2 a.m.
NED2 Entity disambiguation (via description) batch_69bdfc44536c8190a71e52b0690a7570 completed March 21, 2026, 2:02 a.m.
Created at: March 20, 2026, 1:14 p.m.