Triple

T13367634
Position Surface form Disambiguated ID Type / Status
Subject Abjad E318980 entity
Predicate termIntroducedBy P109640 FINISHED
Object Peter T. Daniels
Peter T. Daniels is an American linguist and writing-systems scholar best known for his influential typology of scripts and co-editing the landmark reference work "The World's Writing Systems."
E1038233 NE FINISHED

How this triple was built (5 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: Peter T. Daniels | Statement: [Abjad, termIntroducedBy, Peter T. Daniels]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Peter T. Daniels
Context triple: [Abjad, termIntroducedBy, Peter T. Daniels]
  • A. Neil H. McElroy
    Neil H. McElroy was a U.S. businessman and politician who served as Secretary of Defense under President Dwight D. Eisenhower, playing a key role in shaping early Cold War defense policy.
  • B. Robert A. Lovett
    Robert A. Lovett was a prominent American statesman and defense official who played a key role in organizing U.S. military and foreign policy during and after World War II, later serving as Secretary of Defense under President Harry S. Truman.
  • C. Hugh S. Johnson
    Hugh S. Johnson was an American soldier, lawyer, and government official best known for directing President Franklin D. Roosevelt’s New Deal National Recovery Administration in the early 1930s.
  • D. James Leahy
    James Leahy is a relatively obscure individual whose primary noted distinction is sharing the surname associated with more prominent figures like U.S. politician Patrick Leahy.
  • E. Dale F. Halton
    Dale F. Halton is a prominent Charlotte business leader and philanthropist, best known as the former president of Pepsi-Cola Bottling Company of Charlotte and a major benefactor of UNC Charlotte.
  • 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: Peter T. Daniels
Triple: [Abjad, termIntroducedBy, Peter T. Daniels]
Generated description
Peter T. Daniels is an American linguist and writing-systems scholar best known for his influential typology of scripts and co-editing the landmark reference work "The World's Writing Systems."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Peter T. Daniels
Target entity description: Peter T. Daniels is an American linguist and writing-systems scholar best known for his influential typology of scripts and co-editing the landmark reference work "The World's Writing Systems."
  • A. Neil H. McElroy
    Neil H. McElroy was a U.S. businessman and politician who served as Secretary of Defense under President Dwight D. Eisenhower, playing a key role in shaping early Cold War defense policy.
  • B. Robert A. Lovett
    Robert A. Lovett was a prominent American statesman and defense official who played a key role in organizing U.S. military and foreign policy during and after World War II, later serving as Secretary of Defense under President Harry S. Truman.
  • C. Hugh S. Johnson
    Hugh S. Johnson was an American soldier, lawyer, and government official best known for directing President Franklin D. Roosevelt’s New Deal National Recovery Administration in the early 1930s.
  • D. James Leahy
    James Leahy is a relatively obscure individual whose primary noted distinction is sharing the surname associated with more prominent figures like U.S. politician Patrick Leahy.
  • E. Dale F. Halton
    Dale F. Halton is a prominent Charlotte business leader and philanthropist, best known as the former president of Pepsi-Cola Bottling Company of Charlotte and a major benefactor of UNC Charlotte.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: termIntroducedBy
Context triple: [Abjad, termIntroducedBy, Peter T. Daniels]
  • A. areIntroducedBy
    Indicates that one entity becomes known or presented to another entity through the action or mediation of a third party or process.
  • B. oftenIntroducedBy
    Indicates that one entity is frequently presented, mentioned, or brought into context by another entity.
  • C. introducedByUnit
    Indicates that something was brought into existence, initiated, or caused as a result of the actions or influence of a particular unit.
  • D. introducedVia
    Indicates that one entity was brought to the attention, presence, or awareness of another entity through a specific intermediary, method, or channel.
  • E. introducedByOrganization
    Indicates that an entity was brought into existence, presented, or launched by a specific organization.
  • F. None of above. chosen

Provenance (7 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_69d806b7bbac8190b85278c87fa7aff3 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dadcd652d48190a782fd1f57f34b6a completed April 11, 2026, 11:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7306a4c688190bfbf5e695b2fd5e5 completed May 3, 2026, 11:24 a.m.
NEDg Description generation batch_69f7311f14988190989e319741ef0ccf completed May 3, 2026, 11:27 a.m.
NED2 Entity disambiguation (via description) batch_69f731e24d508190a896875210be3189 completed May 3, 2026, 11:30 a.m.
PD Predicate disambiguation batch_69d9a02c9abc8190b328e7bae747bfc5 completed April 11, 2026, 1:13 a.m.
PDg Predicate description generation batch_69dadcce5a808190847f2a7833b67a5a completed April 11, 2026, 11:44 p.m.
Created at: April 9, 2026, 9:32 p.m.