Triple

T14187115
Position Surface form Disambiguated ID Type / Status
Subject Richard F. Heck E351605 entity
Predicate spouse P13 FINISHED
Object Socorro Nardo-Heck
Socorro Nardo-Heck is the wife of Nobel Prize–winning chemist Richard F. Heck and was his longtime partner and supporter during his scientific career.
E1086301 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: Socorro Nardo-Heck | Statement: [Richard F. Heck, spouse, Socorro Nardo-Heck]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Socorro Nardo-Heck
Context triple: [Richard F. Heck, spouse, Socorro Nardo-Heck]
  • A. Nora Martinez
    Nora Martinez is a brilliant epidemiologist and key member of the CDC team battling a vampiric plague in the horror television series "The Strain."
  • B. Marsha Garces
    Marsha Garces is an American film producer and philanthropist best known for her work on projects like "Mrs. Doubtfire" and for her long marriage to actor and comedian Robin Williams.
  • C. Susan Barrantes
    Susan Barrantes was an English socialite and film producer best known as the mother of Sarah, Duchess of York, and maternal grandmother of Princesses Beatrice and Eugenie.
  • D. Ramona Lofton
    Ramona Lofton, better known by her pen name Sapphire, is an American author and performance poet best known for her novel "Push," which was adapted into the film "Precious."
  • E. Jeanette Núñez
    Jeanette Núñez is an American politician and member of the Republican Party who has served in Florida state government, including leadership roles in the state legislature.
  • 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: Socorro Nardo-Heck
Triple: [Richard F. Heck, spouse, Socorro Nardo-Heck]
Generated description
Socorro Nardo-Heck is the wife of Nobel Prize–winning chemist Richard F. Heck and was his longtime partner and supporter during his scientific career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Socorro Nardo-Heck
Target entity description: Socorro Nardo-Heck is the wife of Nobel Prize–winning chemist Richard F. Heck and was his longtime partner and supporter during his scientific career.
  • A. Nora Martinez
    Nora Martinez is a brilliant epidemiologist and key member of the CDC team battling a vampiric plague in the horror television series "The Strain."
  • B. Marsha Garces
    Marsha Garces is an American film producer and philanthropist best known for her work on projects like "Mrs. Doubtfire" and for her long marriage to actor and comedian Robin Williams.
  • C. Susan Barrantes
    Susan Barrantes was an English socialite and film producer best known as the mother of Sarah, Duchess of York, and maternal grandmother of Princesses Beatrice and Eugenie.
  • D. Ramona Lofton
    Ramona Lofton, better known by her pen name Sapphire, is an American author and performance poet best known for her novel "Push," which was adapted into the film "Precious."
  • E. Jeanette Núñez
    Jeanette Núñez is an American politician and member of the Republican Party who has served in Florida state government, including leadership roles in the state legislature.
  • 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_69d8278834a08190b0f1784e58d7b99c completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61de509881908967ef5031f2a8d9 completed April 14, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd19433dc08190b4d2f1aef1b2d67d completed May 7, 2026, 10:59 p.m.
NEDg Description generation batch_69fd1ad65b608190b325c82347a3d8b3 completed May 7, 2026, 11:05 p.m.
NED2 Entity disambiguation (via description) batch_69fd1b68e8288190a9e9e3d855ed2719 completed May 7, 2026, 11:08 p.m.
Created at: April 10, 2026, 1:03 a.m.