Triple

T7466117
Position Surface form Disambiguated ID Type / Status
Subject The Analytical Review E176376 entity
Predicate notableContributor P304 FINISHED
Object James Losh
James Losh was an English lawyer, reformer, and man of letters active in the late 18th and early 19th centuries, known for his liberal politics, literary contributions, and connections with leading intellectuals of his time.
 E667930 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: James Losh | Statement: [The Analytical Review, notableContributor, James Losh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Losh
Context triple: [The Analytical Review, notableContributor, James Losh]
  • A. Mark Loring
    Mark Loring is a fictional character from the film "Juno," portrayed as the prospective adoptive father whose midlife uncertainties complicate the teenage protagonist’s adoption plans.
  • B. David Loughery
    David Loughery is an American screenwriter and producer known for writing thrillers and genre films such as "Passenger 57," "Lakeview Terrace," and "Obsessed."
  • C. John Shinn
    John Shinn was the founder of the Academy of Natural Sciences of Drexel University, one of the oldest natural history institutions in the United States.
  • D. Jonathan Lisco
    Jonathan Lisco is an American television writer, producer, and showrunner known for his work on series such as Animal Kingdom, Halt and Catch Fire, and Jack & Bobby.
  • E. Matthew Shafer
    Matthew Shafer is an American writer known for his work on the animated series "Cowboy Bebop" and related projects.
  • 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: James Losh
Triple: [The Analytical Review, notableContributor, James Losh]
Generated description
James Losh was an English lawyer, reformer, and man of letters active in the late 18th and early 19th centuries, known for his liberal politics, literary contributions, and connections with leading intellectuals of his time.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Losh
Target entity description: James Losh was an English lawyer, reformer, and man of letters active in the late 18th and early 19th centuries, known for his liberal politics, literary contributions, and connections with leading intellectuals of his time.
  • A. Mark Loring
    Mark Loring is a fictional character from the film "Juno," portrayed as the prospective adoptive father whose midlife uncertainties complicate the teenage protagonist’s adoption plans.
  • B. David Loughery
    David Loughery is an American screenwriter and producer known for writing thrillers and genre films such as "Passenger 57," "Lakeview Terrace," and "Obsessed."
  • C. John Shinn
    John Shinn was the founder of the Academy of Natural Sciences of Drexel University, one of the oldest natural history institutions in the United States.
  • D. Jonathan Lisco
    Jonathan Lisco is an American television writer, producer, and showrunner known for his work on series such as Animal Kingdom, Halt and Catch Fire, and Jack & Bobby.
  • E. Matthew Shafer
    Matthew Shafer is an American writer known for his work on the animated series "Cowboy Bebop" and related projects.
  • 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_69c69f223fd88190b4c69b95d7cbeeda completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f3f412908190ac910ecae682d6f6 completed March 27, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83c5f1f408190a7d42abe28605ddb completed March 28, 2026, 8:38 p.m.
NEDg Description generation batch_69c83e08a2fc819086e48d1c4a297f27 completed March 28, 2026, 8:46 p.m.
NED2 Entity disambiguation (via description) batch_69c83e9d599c81908ffb32d884086eeb completed March 28, 2026, 8:48 p.m.
Created at: March 27, 2026, 3:40 p.m.