Triple

T16954761
Position Surface form Disambiguated ID Type / Status
Subject Hubert Robert E411269 entity
Predicate familyName P18 FINISHED
Object Robert
Robert is a common French surname borne by numerous notable figures across history, including artists, politicians, and scholars.
E1243100 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 | Statement: [Hubert Robert, familyName, Robert]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert
Context triple: [Hubert Robert, familyName, Robert]
  • A. Thomas
    Thomas is the first name of American country music songwriter and recording artist Thom Schuyler.
  • B. Thomas
    Thomas is the given name of Thomas Edwards, an English literary critic and poet known for his 18th-century work "The Canons of Criticism."
  • C. Thomas
    Thomas is the formal given name of Tom LaGarde, an American former professional basketball player.
  • D. Thomas
    Thomas is the middle name of the individual Samuel Thomas Wilson.
  • E. Thomas
    Thomas Einstein is an American anesthesiologist and great-grandson of physicist Albert Einstein.
  • 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
Triple: [Hubert Robert, familyName, Robert]
Generated description
Robert is a common French surname borne by numerous notable figures across history, including artists, politicians, and scholars.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert
Target entity description: Robert is a common French surname borne by numerous notable figures across history, including artists, politicians, and scholars.
  • A. Robert
    Robert is a common masculine given name of Germanic origin, widely used in English-speaking countries.
  • B. Robert
    Robert, also known as Rollo, was a Viking leader who became the first ruler of Normandy in the early 10th century.
  • C. Robert
    Robert is a fictional character known primarily for his role in the story of "Betrayal."
  • D. Robert
    Robert is a central character in the British black comedy film "Death at a Funeral," around whom much of the movie’s chaotic and farcical events unfold.
  • E. Thomas
    Thomas is the birth name of American actor, comedian, and musician Jack Black, known for films like "School of Rock" and as the lead vocalist of Tenacious D.
  • 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_69d886c9c9d481909afe222093641cae completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d01b04e88190a72735541b3bb117 completed April 18, 2026, 6:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d464762c8190a734ffdd83633f70 completed May 10, 2026, 6:54 p.m.
NEDg Description generation batch_6a00d53422408190ba91624194333c13 completed May 10, 2026, 6:57 p.m.
NED2 Entity disambiguation (via description) batch_6a00d5adee908190a13bfc765e7c8f06 completed May 10, 2026, 6:59 p.m.
Created at: April 10, 2026, 5:31 a.m.