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.