Triple

T23156859
Position Surface form Disambiguated ID Type / Status
Subject De Long E578461 entity
Predicate hasCapitalizationVariant P12011 FINISHED
Object "DeLong"
DeLong is a surname most notably associated with American economist J. Bradford DeLong, known for his work in macroeconomics and economic history.
 E1575725 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: "DeLong" | Statement: [De Long, hasCapitalizationVariant, "DeLong"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: "DeLong"
Context triple: [De Long, hasCapitalizationVariant, "DeLong"]
  • A. Devlin
    Devlin is a character in F. Scott Fitzgerald’s short story "Winter Dreams," representing the world of wealth and social status that the protagonist aspires to enter.
  • B. Devlin
    Devlin is an English rapper and grime artist known for his sharp lyricism and contributions to the UK urban music scene.
  • C. Devlin
    Devlin is a surname most notably associated with Dean Devlin, an American screenwriter, producer, and director known for his work on major science fiction and action films.
  • D. O’Hanlon
    O’Hanlon is an Irish surname historically associated with Gaelic origins and families from County Armagh.
  • E. Lundeberg
    Lundeberg is a Swedish surname most notably associated with Christian Lundeberg, a former Prime Minister of Sweden.
  • 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: "DeLong"
Triple: [De Long, hasCapitalizationVariant, "DeLong"]
Generated description
DeLong is a surname most notably associated with American economist J. Bradford DeLong, known for his work in macroeconomics and economic history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: "DeLong"
Target entity description: DeLong is a surname most notably associated with American economist J. Bradford DeLong, known for his work in macroeconomics and economic history.
  • A. Devlin
    Devlin is an English rapper and grime artist known for his sharp lyricism and contributions to the UK urban music scene.
  • B. Devlin
    Devlin is a character in F. Scott Fitzgerald’s short story "Winter Dreams," representing the world of wealth and social status that the protagonist aspires to enter.
  • C. Devlin
    Devlin is a surname most notably associated with Dean Devlin, an American screenwriter, producer, and director known for his work on major science fiction and action films.
  • D. O’Hanlon
    O’Hanlon is an Irish surname historically associated with Gaelic origins and families from County Armagh.
  • E. Lundeberg
    Lundeberg is a Swedish surname most notably associated with Christian Lundeberg, a former Prime Minister of Sweden.
  • 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_69e245fb8de081908f0eba7b5fd75bc4 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18efe1b0081908e81b757d64c067c completed April 29, 2026, 4:54 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c309e4518819095eb3d8a6f6a0808 completed May 19, 2026, 9:42 a.m.
NEDg Description generation batch_6a0c332f5ef08190ab7f6536eb719e04 completed May 19, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_6a0c374ded1c8190b1d5c7a3ab521cf9 completed May 19, 2026, 10:11 a.m.
Created at: April 17, 2026, 4:01 p.m.