Triple

T2611109
Position Surface form Disambiguated ID Type / Status
Subject Franklin E58775 entity
Predicate hasNotableBearer P458 FINISHED
Object Kenneth Franklin
Kenneth Franklin was an American astronomer and science communicator known for his work at the Hayden Planetarium and his contributions to popularizing astronomy.
E302013 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: Kenneth Franklin | Statement: [Franklin, hasNotableBearer, Kenneth Franklin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kenneth Franklin
Context triple: [Franklin, hasNotableBearer, Kenneth Franklin]
  • A. Kenneth Anderson
    Kenneth Anderson was a British Army general best known for leading Allied ground forces in the North African campaign during World War II, including the early phases of the Tunisian campaign.
  • B. Kenneth Murray
    Kenneth Murray is a biochemist and biotechnology entrepreneur best known as a co-founder of the biopharmaceutical company Biogen.
  • C. Fred Robinson
    Fred Robinson was an American jazz trombonist active in the 1920s and 1930s, known for his work with Louis Armstrong and other leading early jazz ensembles.
  • D. Claude Kelly
    Claude Kelly is an American songwriter and record producer known for crafting pop and R&B hits for major artists such as Christina Aguilera, Britney Spears, and Bruno Mars.
  • E. Charles Neblett
    Charles Neblett is an American civil rights activist and singer best known as a founding member of the SNCC Freedom Singers, who used music to support and advance the 1960s Civil Rights Movement.
  • 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: Kenneth Franklin
Triple: [Franklin, hasNotableBearer, Kenneth Franklin]
Generated description
Kenneth Franklin was an American astronomer and science communicator known for his work at the Hayden Planetarium and his contributions to popularizing astronomy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kenneth Franklin
Target entity description: Kenneth Franklin was an American astronomer and science communicator known for his work at the Hayden Planetarium and his contributions to popularizing astronomy.
  • A. Kenneth Anderson
    Kenneth Anderson was a British Army general best known for leading Allied ground forces in the North African campaign during World War II, including the early phases of the Tunisian campaign.
  • B. Kenneth Murray
    Kenneth Murray is a biochemist and biotechnology entrepreneur best known as a co-founder of the biopharmaceutical company Biogen.
  • C. Fred Robinson
    Fred Robinson was an American jazz trombonist active in the 1920s and 1930s, known for his work with Louis Armstrong and other leading early jazz ensembles.
  • D. Claude Kelly
    Claude Kelly is an American songwriter and record producer known for crafting pop and R&B hits for major artists such as Christina Aguilera, Britney Spears, and Bruno Mars.
  • E. Charles Neblett
    Charles Neblett is an American civil rights activist and singer best known as a founding member of the SNCC Freedom Singers, who used music to support and advance the 1960s Civil Rights Movement.
  • 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_69ab4ac3523881909679750c9f8c2dec completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd87b24e48190ad1d4ce7e63c0f3e completed March 7, 2026, 7:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69afce7ea0608190af4ef9655c612fbb completed March 10, 2026, 7:55 a.m.
NEDg Description generation batch_69afcef4f8f881908deab641abe6586e completed March 10, 2026, 7:57 a.m.
NED2 Entity disambiguation (via description) batch_69afcf60d3c88190a2e2bf49cd1ec766 completed March 10, 2026, 7:59 a.m.
Created at: March 6, 2026, 9:50 p.m.