Triple

T7273547
Position Surface form Disambiguated ID Type / Status
Subject Humanist Manifesto I E161164 entity
Predicate signatory P173 FINISHED
Object L. M. Birkhead
L. M. Birkhead was an American Unitarian minister and social activist known for his humanist views and opposition to fascism and anti-Semitism in the early 20th century.
 E653663 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: L. M. Birkhead | Statement: [Humanist Manifesto I, signatory, L. M. Birkhead]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: L. M. Birkhead
Context triple: [Humanist Manifesto I, signatory, L. M. Birkhead]
  • A. Bruce Helford
    Bruce Helford is an American television writer and producer best known for creating and showrunning popular sitcoms including The Drew Carey Show and co-creating the revival of Roseanne and its spin-off The Conners.
  • B. Peter R. Grant
    Peter R. Grant is an evolutionary biologist renowned for his long-term field studies of Darwin’s finches in the Galápagos Islands, which provided key evidence for rapid evolution and natural selection in the wild.
  • C. Robin Hodgkin
    Robin Hodgkin is a notable individual who bears the surname Hodgkin, recognized for contributions associated with that family name.
  • D. Terence Marsh
    Terence Marsh was a British production designer and art director renowned for his work on major films from the 1960s through the 1990s, earning multiple Academy Awards for his contributions.
  • E. Edward Adrian Wilson
    Edward Adrian Wilson was a British physician, naturalist, and explorer best known as the chief scientist and artist on Robert Falcon Scott’s early 20th-century Antarctic expeditions.
  • 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: L. M. Birkhead
Triple: [Humanist Manifesto I, signatory, L. M. Birkhead]
Generated description
L. M. Birkhead was an American Unitarian minister and social activist known for his humanist views and opposition to fascism and anti-Semitism in the early 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: L. M. Birkhead
Target entity description: L. M. Birkhead was an American Unitarian minister and social activist known for his humanist views and opposition to fascism and anti-Semitism in the early 20th century.
  • A. Bruce Helford
    Bruce Helford is an American television writer and producer best known for creating and showrunning popular sitcoms including The Drew Carey Show and co-creating the revival of Roseanne and its spin-off The Conners.
  • B. Peter R. Grant
    Peter R. Grant is an evolutionary biologist renowned for his long-term field studies of Darwin’s finches in the Galápagos Islands, which provided key evidence for rapid evolution and natural selection in the wild.
  • C. Robin Hodgkin
    Robin Hodgkin is a notable individual who bears the surname Hodgkin, recognized for contributions associated with that family name.
  • D. Terence Marsh
    Terence Marsh was a British production designer and art director renowned for his work on major films from the 1960s through the 1990s, earning multiple Academy Awards for his contributions.
  • E. Edward Adrian Wilson
    Edward Adrian Wilson was a British physician, naturalist, and explorer best known as the chief scientist and artist on Robert Falcon Scott’s early 20th-century Antarctic expeditions.
  • 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_69c6885181008190b419040e22939c7c completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6eb0c68d0819081b2aebba19bf3e8 completed March 27, 2026, 8:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7db2936dc8190aed38888bb5e47b8 completed March 28, 2026, 1:44 p.m.
NEDg Description generation batch_69c7df512bac81909e7c413302afd4ea completed March 28, 2026, 2:01 p.m.
NED2 Entity disambiguation (via description) batch_69c7dfcdc3908190a7e5bf653b87ed00 completed March 28, 2026, 2:03 p.m.
Created at: March 27, 2026, 2:58 p.m.