Triple

T10798316
Position Surface form Disambiguated ID Type / Status
Subject Harlow Shapley E254768 entity
Predicate familyName P18 FINISHED
Object Shapley
Shapley is a surname most notably associated with American astronomer Harlow Shapley, a key figure in determining the size and structure of the Milky Way galaxy.
 E885681 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: Shapley | Statement: [Harlow Shapley, familyName, Shapley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shapley
Context triple: [Harlow Shapley, familyName, Shapley]
  • A. Shap
    Shap is a small village in Cumbria, England, known for its historic abbey ruins and proximity to the Lake District.
  • B. Karlin
    Karlin is a historic Hasidic dynasty and Jewish community that originated in the town of Karlin, now a district of Pinsk in Belarus.
  • C. Karlin
    Karlin is the professional stage name used by Danish songwriter and producer Kenneth Karlin, known for his work in pop and R&B music.
  • D. Shafroth
    Shafroth is a surname most notably associated with John F. Shafroth, an American politician who served as a U.S. Representative, Senator, and Governor of Colorado in the early 20th century.
  • E. Grundy
    Grundy is a surname of English origin borne by various notable individuals across politics, sports, and entertainment.
  • 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: Shapley
Triple: [Harlow Shapley, familyName, Shapley]
Generated description
Shapley is a surname most notably associated with American astronomer Harlow Shapley, a key figure in determining the size and structure of the Milky Way galaxy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shapley
Target entity description: Shapley is a surname most notably associated with American astronomer Harlow Shapley, a key figure in determining the size and structure of the Milky Way galaxy.
  • A. Shap
    Shap is a small village in Cumbria, England, known for its historic abbey ruins and proximity to the Lake District.
  • B. Karlin
    Karlin is a historic Hasidic dynasty and Jewish community that originated in the town of Karlin, now a district of Pinsk in Belarus.
  • C. Karlin
    Karlin is the professional stage name used by Danish songwriter and producer Kenneth Karlin, known for his work in pop and R&B music.
  • D. Shafroth
    Shafroth is a surname most notably associated with John F. Shafroth, an American politician who served as a U.S. Representative, Senator, and Governor of Colorado in the early 20th century.
  • E. Grundy
    Grundy is a surname of English origin borne by various notable individuals across politics, sports, and entertainment.
  • 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.