Triple
T7112235
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matthew Shepard |
E165732
|
entity |
| Predicate | hasMother |
P1909
|
FINISHED |
| Object |
Judy Shepard
Judy Shepard is an American LGBTQ+ rights activist and co-founder of the Matthew Shepard Foundation, established in memory of her son Matthew Shepard after his 1998 hate-crime murder.
|
E641693
|
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: Judy Shepard | Statement: [Matthew Shepard, hasMother, Judy Shepard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Judy Shepard Context triple: [Matthew Shepard, hasMother, Judy Shepard]
-
A.
JoAnn Mueller
JoAnn Mueller is best known as the former wife of longtime Los Angeles Lakers owner Jerry Buss.
-
B.
Sharon Weston Broome
Sharon Weston Broome is an American politician who serves as the mayor-president of Baton Rouge and is known as the first African American woman to hold this position.
-
C.
Patricia Haines
Patricia Haines was a British actress known for her television and film roles in the 1950s and 1960s.
-
D.
Martha Raddatz
Martha Raddatz is an American journalist and television news anchor best known as ABC News’ chief global affairs correspondent and a prominent moderator of U.S. political debates.
-
E.
Marian Shields Robinson
Marian Shields Robinson is the mother of former First Lady Michelle Obama and grandmother of Malia and Sasha Obama, known for living in the White House during Barack Obama’s presidency to help care for her granddaughters.
- 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: Judy Shepard Triple: [Matthew Shepard, hasMother, Judy Shepard]
Generated description
Judy Shepard is an American LGBTQ+ rights activist and co-founder of the Matthew Shepard Foundation, established in memory of her son Matthew Shepard after his 1998 hate-crime murder.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Judy Shepard Target entity description: Judy Shepard is an American LGBTQ+ rights activist and co-founder of the Matthew Shepard Foundation, established in memory of her son Matthew Shepard after his 1998 hate-crime murder.
-
A.
JoAnn Mueller
JoAnn Mueller is best known as the former wife of longtime Los Angeles Lakers owner Jerry Buss.
-
B.
Sharon Weston Broome
Sharon Weston Broome is an American politician who serves as the mayor-president of Baton Rouge and is known as the first African American woman to hold this position.
-
C.
Patricia Haines
Patricia Haines was a British actress known for her television and film roles in the 1950s and 1960s.
-
D.
Martha Raddatz
Martha Raddatz is an American journalist and television news anchor best known as ABC News’ chief global affairs correspondent and a prominent moderator of U.S. political debates.
-
E.
Marian Shields Robinson
Marian Shields Robinson is the mother of former First Lady Michelle Obama and grandmother of Malia and Sasha Obama, known for living in the White House during Barack Obama’s presidency to help care for her granddaughters.
- 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_69c6888120f081908f8f01b201dc4a4c |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e5edf89c8190a069b35ff7768165 |
completed | March 27, 2026, 8:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c79cbc35d48190974e207eb98dcbe3 |
completed | March 28, 2026, 9:17 a.m. |
| NEDg | Description generation | batch_69c79d31a9e8819096e6a3040b1852a9 |
completed | March 28, 2026, 9:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c79dc7d7d8819097e423ef70b03040 |
completed | March 28, 2026, 9:22 a.m. |
Created at: March 27, 2026, 2:43 p.m.