Triple

T9228004
Position Surface form Disambiguated ID Type / Status
Subject Melissa Stark E221736 entity
Predicate parent P120 FINISHED
Object Walter Stark
Walter Stark is known primarily as the father of American sportscaster and television personality Melissa Stark.
E785088 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 Stark | Statement: [Melissa Stark, parent, Walter Stark]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walter Stark
Context triple: [Melissa Stark, parent, Walter Stark]
  • A. William Speer
    William Speer is a relatively obscure individual whose primary notability appears to derive from sharing the surname Speer, rather than from widely recognized historical or cultural achievements.
  • B. Carl von Thieme
    Carl von Thieme was a German banker and entrepreneur best known as a co-founder of the insurance company Allianz.
  • C. Robert Leckie
    Robert Leckie was a U.S. Marine and World War II veteran whose memoirs of combat in the Pacific theater inspired the portrayal of his character in the HBO miniseries "The Pacific."
  • D. August Messer
    August Messer was a German philosopher and psychologist associated with the Würzburg School, known for his work on thought processes and experimental psychology.
  • E. Walter Speer
    Walter Speer is a notable individual who shares the Speer surname, recognized as a distinct bearer of that family name.
  • 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 Stark
Triple: [Melissa Stark, parent, Walter Stark]
Generated description
Walter Stark is known primarily as the father of American sportscaster and television personality Melissa Stark.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walter Stark
Target entity description: Walter Stark is known primarily as the father of American sportscaster and television personality Melissa Stark.
  • A. William Speer
    William Speer is a relatively obscure individual whose primary notability appears to derive from sharing the surname Speer, rather than from widely recognized historical or cultural achievements.
  • B. Carl von Thieme
    Carl von Thieme was a German banker and entrepreneur best known as a co-founder of the insurance company Allianz.
  • C. Robert Leckie
    Robert Leckie was a U.S. Marine and World War II veteran whose memoirs of combat in the Pacific theater inspired the portrayal of his character in the HBO miniseries "The Pacific."
  • D. August Messer
    August Messer was a German philosopher and psychologist associated with the Würzburg School, known for his work on thought processes and experimental psychology.
  • E. Walter Speer
    Walter Speer is a notable individual who shares the Speer surname, recognized as a distinct bearer of that family name.
  • 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_69ca83ec8db08190a9110df8232885d2 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccdaa0a7608190b10d913e5e3d1b3e completed April 1, 2026, 8:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0665cd43481908287b6d4858d63a1 completed April 4, 2026, 1:16 a.m.
NEDg Description generation batch_69d06771ba808190a7b10f664425e76e completed April 4, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69d068087ab881908edcfd384a2e3f07 completed April 4, 2026, 1:23 a.m.
Created at: March 30, 2026, 7:28 p.m.