Triple
T21161977
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black family |
E521463
|
entity |
| Predicate | hasNotableMember |
P304
|
FINISHED |
| Object |
Melania Macmillan
Melania Macmillan is a lesser-known witch from the Harry Potter universe, identified as a member of the pure-blood Black family.
|
E1469734
|
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: Melania Macmillan | Statement: [Black family, hasNotableMember, Melania Macmillan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Melania Macmillan Context triple: [Black family, hasNotableMember, Melania Macmillan]
-
A.
Melania Trump
Melania Trump is a Slovenian-American former fashion model who served as First Lady of the United States from 2017 to 2021.
-
B.
Jill Biden
Jill Biden is an American educator and the First Lady of the United States, known for her long career in teaching and her advocacy for military families, community colleges, and cancer research.
-
C.
Michaleen Oge Flynn
Michaleen Oge Flynn is the colorful, hard-drinking matchmaker and comic sidekick in John Ford’s classic film "The Quiet Man."
-
D.
Ruth Ford
Ruth Ford was an American actress known for her work in mid-20th-century film and theater, often appearing in character roles on both stage and screen.
-
E.
Neilia Hunter Biden
Neilia Hunter Biden was an American educator and the first wife of Joe Biden, who tragically died in a 1972 car accident along with their infant daughter.
- 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: Melania Macmillan Triple: [Black family, hasNotableMember, Melania Macmillan]
Generated description
Melania Macmillan is a lesser-known witch from the Harry Potter universe, identified as a member of the pure-blood Black family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Melania Macmillan Target entity description: Melania Macmillan is a lesser-known witch from the Harry Potter universe, identified as a member of the pure-blood Black family.
-
A.
Melania Trump
Melania Trump is a Slovenian-American former fashion model who served as First Lady of the United States from 2017 to 2021.
-
B.
Jill Biden
Jill Biden is an American educator and the First Lady of the United States, known for her long career in teaching and her advocacy for military families, community colleges, and cancer research.
-
C.
Michaleen Oge Flynn
Michaleen Oge Flynn is the colorful, hard-drinking matchmaker and comic sidekick in John Ford’s classic film "The Quiet Man."
-
D.
Ruth Ford
Ruth Ford was an American actress known for her work in mid-20th-century film and theater, often appearing in character roles on both stage and screen.
-
E.
Neilia Hunter Biden
Neilia Hunter Biden was an American educator and the first wife of Joe Biden, who tragically died in a 1972 car accident along with their infant daughter.
- 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_69e0b50d1ea481909c07e63c3ead9316 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e72530e3388190a170c5a2a19dadfc |
completed | April 21, 2026, 7:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a096dd03f008190a52d21e17eb8e90e |
completed | May 17, 2026, 7:27 a.m. |
| NEDg | Description generation | batch_6a096ef9a6388190ba34cbe01863946c |
completed | May 17, 2026, 7:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a096f7706448190a1bb61535e0adcd3 |
completed | May 17, 2026, 7:34 a.m. |
Created at: April 16, 2026, 2:59 p.m.