Triple
T10798348
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harlow Shapley |
E254768
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Martha Betz Shapley
Martha Betz Shapley was an American mathematician and astronomer known for her work on variable stars and for collaborating with her husband, prominent astronomer Harlow Shapley.
|
E885683
|
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 Betz Shapley | Statement: [Harlow Shapley, spouse, Martha Betz Shapley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Martha Betz Shapley Context triple: [Harlow Shapley, spouse, Martha Betz Shapley]
-
A.
Henrietta Hill Swope
Henrietta Hill Swope was an American astronomer known for her pioneering work on variable stars and for being one of the first women to make significant contributions to modern observational astronomy.
-
B.
Frances Spatz Leighton
Frances Spatz Leighton was an American writer best known for co-authoring memoirs and behind-the-scenes accounts of political and social life, including the book that inspired the television miniseries "Backstairs at the White House."
-
C.
Lucile Salter Packard
Lucile Salter Packard was an American philanthropist and children’s health advocate whose legacy includes the founding of the Lucile Packard Children’s Hospital at Stanford.
-
D.
Winifred Reed Landis
Winifred Reed Landis was the wife of longtime Major League Baseball commissioner and federal judge Kenesaw Mountain Landis.
-
E.
Otelia Augspurger Compton
Otelia Augspurger Compton was the mother of Nobel Prize–winning physicist Arthur H. Compton and a member of a prominent Midwestern academic and religious family.
- 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 Betz Shapley Triple: [Harlow Shapley, spouse, Martha Betz Shapley]
Generated description
Martha Betz Shapley was an American mathematician and astronomer known for her work on variable stars and for collaborating with her husband, prominent astronomer Harlow Shapley.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Martha Betz Shapley Target entity description: Martha Betz Shapley was an American mathematician and astronomer known for her work on variable stars and for collaborating with her husband, prominent astronomer Harlow Shapley.
-
A.
Henrietta Hill Swope
Henrietta Hill Swope was an American astronomer known for her pioneering work on variable stars and for being one of the first women to make significant contributions to modern observational astronomy.
-
B.
Frances Spatz Leighton
Frances Spatz Leighton was an American writer best known for co-authoring memoirs and behind-the-scenes accounts of political and social life, including the book that inspired the television miniseries "Backstairs at the White House."
-
C.
Lucile Salter Packard
Lucile Salter Packard was an American philanthropist and children’s health advocate whose legacy includes the founding of the Lucile Packard Children’s Hospital at Stanford.
-
D.
Winifred Reed Landis
Winifred Reed Landis was the wife of longtime Major League Baseball commissioner and federal judge Kenesaw Mountain Landis.
-
E.
Otelia Augspurger Compton
Otelia Augspurger Compton was the mother of Nobel Prize–winning physicist Arthur H. Compton and a member of a prominent Midwestern academic and religious family.
- 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_69d6aa61c15c8190a1839550c56e75e1 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d73334feb08190aae967eaa37659f7 |
completed | April 9, 2026, 5:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de566352608190ab15e3a4b690c9a5 |
completed | April 14, 2026, 2:59 p.m. |
| NEDg | Description generation | batch_69de5eae7ab88190a0c512cfe61e3458 |
completed | April 14, 2026, 3:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de60907e1081908405b6d71adbd388 |
completed | April 14, 2026, 3:43 p.m. |
Created at: April 8, 2026, 9:17 p.m.