Triple

T2960020
Position Surface form Disambiguated ID Type / Status
Subject Livermore E80022 entity
Predicate namedAfter P63 FINISHED
Object Robert Livermore
Robert Livermore was a 19th-century Californian rancher and early settler whose name was later given to the city of Livermore, California.
E365118 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: Robert Livermore | Statement: [Livermore, namedAfter, Robert Livermore]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Livermore
Context triple: [Livermore, namedAfter, Robert Livermore]
  • A. Robert Fellows
    Robert Fellows was an American film producer active during Hollywood's mid-20th century studio era, known for his work on numerous genre and adventure films.
  • B. Lewis Morris
    Lewis Morris was a colonial American politician and landowner who served as the first royal governor of New Jersey in the 18th century.
  • C. Cecil Upshaw
    Cecil Upshaw was an American Major League Baseball relief pitcher, best known for his years with the Atlanta Braves in the late 1960s and early 1970s.
  • D. Dudley Field Malone
    Dudley Field Malone was an American lawyer, politician, and civil liberties advocate best known for his role on the defense team in the 1925 Scopes "Monkey" Trial challenging laws against teaching evolution.
  • E. James H. R. Cromwell
    James H. R. Cromwell was an American diplomat and politician who served as U.S. Ambassador to Canada and was notably married to heiress Doris Duke.
  • 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: Robert Livermore
Triple: [Livermore, namedAfter, Robert Livermore]
Generated description
Robert Livermore was a 19th-century Californian rancher and early settler whose name was later given to the city of Livermore, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Livermore
Target entity description: Robert Livermore was a 19th-century Californian rancher and early settler whose name was later given to the city of Livermore, California.
  • A. Robert Fellows
    Robert Fellows was an American film producer active during Hollywood's mid-20th century studio era, known for his work on numerous genre and adventure films.
  • B. Lewis Morris
    Lewis Morris was a colonial American politician and landowner who served as the first royal governor of New Jersey in the 18th century.
  • C. Cecil Upshaw
    Cecil Upshaw was an American Major League Baseball relief pitcher, best known for his years with the Atlanta Braves in the late 1960s and early 1970s.
  • D. Dudley Field Malone
    Dudley Field Malone was an American lawyer, politician, and civil liberties advocate best known for his role on the defense team in the 1925 Scopes "Monkey" Trial challenging laws against teaching evolution.
  • E. James H. R. Cromwell
    James H. R. Cromwell was an American diplomat and politician who served as U.S. Ambassador to Canada and was notably married to heiress Doris Duke.
  • 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_69ad8b1341848190bd19dbf46892887d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad992dd4248190b5f3d4f342593b8c completed March 8, 2026, 3:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69b37e46453c819084e459311ac0cdd9 completed March 13, 2026, 3:02 a.m.
NEDg Description generation batch_69b37ecd49ac8190a1c66ca23eef8466 completed March 13, 2026, 3:04 a.m.
NED2 Entity disambiguation (via description) batch_69b37f300a748190aa68556910c851d8 completed March 13, 2026, 3:06 a.m.
Created at: March 8, 2026, 2:57 p.m.