Triple

T7886054
Position Surface form Disambiguated ID Type / Status
Subject Arthur Liman Center for Public Interest Law E183105 entity
Predicate namedAfter P63 FINISHED
Object Arthur Liman
Arthur Liman was a prominent American lawyer best known for his work as a special counsel in high-profile government investigations and his advocacy for public interest and prison reform.
 E696327 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: Arthur Liman | Statement: [Arthur Liman Center for Public Interest Law, namedAfter, Arthur Liman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arthur Liman
Context triple: [Arthur Liman Center for Public Interest Law, namedAfter, Arthur Liman]
  • A. Anthony C. George
    Anthony C. George is a Grenadian artist and designer best known for creating the national flag of Grenada.
  • B. Charles K. French
    Charles K. French was an American character actor of the silent film era who appeared in hundreds of movies from the early 1900s through the 1930s.
  • C. Michael B. Gordon
    Michael B. Gordon is a screenwriter best known for co-writing the stylized action film "300," adapted from Frank Miller's graphic novel.
  • D. Alexander Mebane
    Alexander Mebane was an American Revolutionary War officer and early North Carolina politician who served in the U.S. House of Representatives.
  • E. James Jones
    James Jones is a retired United States Marine Corps general who served as President Barack Obama’s National Security Advisor.
  • 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: Arthur Liman
Triple: [Arthur Liman Center for Public Interest Law, namedAfter, Arthur Liman]
Generated description
Arthur Liman was a prominent American lawyer best known for his work as a special counsel in high-profile government investigations and his advocacy for public interest and prison reform.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arthur Liman
Target entity description: Arthur Liman was a prominent American lawyer best known for his work as a special counsel in high-profile government investigations and his advocacy for public interest and prison reform.
  • A. Anthony C. George
    Anthony C. George is a Grenadian artist and designer best known for creating the national flag of Grenada.
  • B. Charles K. French
    Charles K. French was an American character actor of the silent film era who appeared in hundreds of movies from the early 1900s through the 1930s.
  • C. Michael B. Gordon
    Michael B. Gordon is a screenwriter best known for co-writing the stylized action film "300," adapted from Frank Miller's graphic novel.
  • D. Alexander Mebane
    Alexander Mebane was an American Revolutionary War officer and early North Carolina politician who served in the U.S. House of Representatives.
  • E. James Jones
    James Jones is a retired United States Marine Corps general who served as President Barack Obama’s National Security Advisor.
  • 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_69ca828af6e48190a06ee7010d8f0e64 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb39d7e6308190b5a554385e83ff0d completed March 31, 2026, 3:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b9286c881909ec01cb899e71d42 completed March 31, 2026, 5:28 a.m.
NEDg Description generation batch_69cb5df0287881908bce1a4449e9f252 completed March 31, 2026, 5:38 a.m.
NED2 Entity disambiguation (via description) batch_69cb769944d08190ba8c2f5fe76e037b completed March 31, 2026, 7:24 a.m.
Created at: March 30, 2026, 4:59 p.m.