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.