Triple

T5404757
Position Surface form Disambiguated ID Type / Status
Subject Martha and Spencer Love School of Business E120863 entity
Predicate namedAfter P63 FINISHED
Object Martha Love
Martha Love was a benefactor whose support and legacy are honored through the naming of the Martha and Spencer Love School of Business.
E525779 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: Martha Love | Statement: [Martha and Spencer Love School of Business, namedAfter, Martha Love]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Martha Love
Context triple: [Martha and Spencer Love School of Business, namedAfter, Martha Love]
  • A. Martha Dix
    Martha Dix was the wife and frequent model of German painter Otto Dix, known from many of his portraits and family scenes.
  • B. Martha Vickers
    Martha Vickers was an American film and television actress best known for her role as Carmen Sternwood in the classic noir film "The Big Sleep" (1946).
  • C. Marion Bloom
    Marion "Molly" Bloom is a central fictional character in James Joyce's novel "Ulysses," best known for her stream-of-consciousness monologue that concludes the book.
  • D. Martha Stevens
    Martha Stevens is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the surname Stevens.
  • E. Martha West
    Martha West is an actress known for her role in the British television drama series "Creation."
  • 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: Martha Love
Triple: [Martha and Spencer Love School of Business, namedAfter, Martha Love]
Generated description
Martha Love was a benefactor whose support and legacy are honored through the naming of the Martha and Spencer Love School of Business.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Martha Love
Target entity description: Martha Love was a benefactor whose support and legacy are honored through the naming of the Martha and Spencer Love School of Business.
  • A. Martha Dix
    Martha Dix was the wife and frequent model of German painter Otto Dix, known from many of his portraits and family scenes.
  • B. Martha Vickers
    Martha Vickers was an American film and television actress best known for her role as Carmen Sternwood in the classic noir film "The Big Sleep" (1946).
  • C. Marion Bloom
    Marion "Molly" Bloom is a central fictional character in James Joyce's novel "Ulysses," best known for her stream-of-consciousness monologue that concludes the book.
  • D. Martha Stevens
    Martha Stevens is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the surname Stevens.
  • E. Martha West
    Martha West is an actress known for her role in the British television drama series "Creation."
  • 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_69bd46391c0c81909fa484446732b6a3 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd8775e964819085c0ff5afea35f0e completed March 20, 2026, 5:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf9adecb988190a5f289259cdd2f98 completed March 22, 2026, 7:31 a.m.
NEDg Description generation batch_69bf9ba80fc081908bbbf68489924692 completed March 22, 2026, 7:35 a.m.
NED2 Entity disambiguation (via description) batch_69bf9d1a93608190865176f01b904697 completed March 22, 2026, 7:41 a.m.
Created at: March 20, 2026, 2:05 p.m.