Triple

T5285440
Position Surface form Disambiguated ID Type / Status
Subject Macklemore E119606 entity
Predicate birthName P65 FINISHED
Object Benjamin Hammond Haggerty
Benjamin Hammond Haggerty is an American rapper and songwriter best known by his stage name Macklemore, recognized for hits like "Thrift Shop" and "Can't Hold Us."
E591194 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: Benjamin Hammond Haggerty | Statement: [Macklemore, birthName, Benjamin Hammond Haggerty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benjamin Hammond Haggerty
Context triple: [Macklemore, birthName, Benjamin Hammond Haggerty]
  • A. Charles S. Hamlin
    Charles S. Hamlin was an American lawyer and public official who became the first chairman of the Federal Reserve Board, helping to establish the early framework of U.S. central banking policy.
  • B. John Milledge
    John Milledge was an American politician and statesman who served as governor of Georgia and a U.S. congressman in the early 19th century.
  • C. James J. Hartnett
    James J. Hartnett is an individual notable enough to be specifically cited as a bearer of the Hartnett surname.
  • D. John A. Hardenbrook
    John A. Hardenbrook was one of the early New York City brokers who helped found what became the New York Stock Exchange by signing the 1792 Buttonwood Agreement.
  • E. Timothy Harris
    Timothy Harris is an American screenwriter and producer known for co-writing popular comedies such as "Brewster's Millions," "Trading Places," and "Twins."
  • 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: Benjamin Hammond Haggerty
Triple: [Macklemore, birthName, Benjamin Hammond Haggerty]
Generated description
Benjamin Hammond Haggerty is an American rapper and songwriter best known by his stage name Macklemore, recognized for hits like "Thrift Shop" and "Can't Hold Us."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benjamin Hammond Haggerty
Target entity description: Benjamin Hammond Haggerty is an American rapper and songwriter best known by his stage name Macklemore, recognized for hits like "Thrift Shop" and "Can't Hold Us."
  • A. Charles S. Hamlin
    Charles S. Hamlin was an American lawyer and public official who became the first chairman of the Federal Reserve Board, helping to establish the early framework of U.S. central banking policy.
  • B. John Milledge
    John Milledge was an American politician and statesman who served as governor of Georgia and a U.S. congressman in the early 19th century.
  • C. James J. Hartnett
    James J. Hartnett is an individual notable enough to be specifically cited as a bearer of the Hartnett surname.
  • D. John A. Hardenbrook
    John A. Hardenbrook was one of the early New York City brokers who helped found what became the New York Stock Exchange by signing the 1792 Buttonwood Agreement.
  • E. Timothy Harris
    Timothy Harris is an American screenwriter and producer known for co-writing popular comedies such as "Brewster's Millions," "Trading Places," and "Twins."
  • 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_69bd446de5648190b313a90bd96730d2 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd84d7de908190820c31fe6eb98dac completed March 20, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c638403d608190b9e4ff5bded68845 completed March 27, 2026, 7:56 a.m.
NEDg Description generation batch_69c63c4b8a448190ac3018522ed4ac8d completed March 27, 2026, 8:14 a.m.
NED2 Entity disambiguation (via description) batch_69c63cad6d788190949f6165037cd61d completed March 27, 2026, 8:15 a.m.
Created at: March 20, 2026, 1:52 p.m.