Triple
T13056523
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hubert Laws |
E327588
|
entity |
| Predicate | sibling |
P363
|
FINISHED |
| Object |
Debra Laws
Debra Laws is an American R&B and soul singer best known for her 1981 hit single "Very Special" and her work in the early 1980s.
|
E1110892
|
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: Debra Laws | Statement: [Hubert Laws, sibling, Debra Laws]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Debra Laws Context triple: [Hubert Laws, sibling, Debra Laws]
-
A.
Debra Sullivan
Debra Sullivan is a screenwriter best known for co-writing the horror film "Texas Chainsaw 3D."
-
B.
Debra Humphries
Debra Humphries is the mother of former NBA player Kris Humphries.
-
C.
Deborah Johnson
Deborah Johnson is a real-life civil rights activist and former fiancée of Black Panther leader Fred Hampton, portrayed by Dominique Fishback in the film "Judas and the Black Messiah."
-
D.
Debra Pace
Debra Pace is an American education leader who has served as superintendent of the School District of Osceola County in Florida.
-
E.
Deborah Dudley
Deborah Dudley was a daughter of Thomas Dudley, the colonial governor of Massachusetts Bay Colony, and a member of his prominent Puritan family in early New England.
- 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: Debra Laws Triple: [Hubert Laws, sibling, Debra Laws]
Generated description
Debra Laws is an American R&B and soul singer best known for her 1981 hit single "Very Special" and her work in the early 1980s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Debra Laws Target entity description: Debra Laws is an American R&B and soul singer best known for her 1981 hit single "Very Special" and her work in the early 1980s.
-
A.
Debra Sullivan
Debra Sullivan is a screenwriter best known for co-writing the horror film "Texas Chainsaw 3D."
-
B.
Debra Humphries
Debra Humphries is the mother of former NBA player Kris Humphries.
-
C.
Deborah Johnson
Deborah Johnson is a real-life civil rights activist and former fiancée of Black Panther leader Fred Hampton, portrayed by Dominique Fishback in the film "Judas and the Black Messiah."
-
D.
Debra Pace
Debra Pace is an American education leader who has served as superintendent of the School District of Osceola County in Florida.
-
E.
Deborah Dudley
Deborah Dudley was a daughter of Thomas Dudley, the colonial governor of Massachusetts Bay Colony, and a member of his prominent Puritan family in early New England.
- 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_69d8076e64308190904fb5c93517c901 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d980bd305c8190bcf191b2d35ec8de |
completed | April 10, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fda8fd6f5081908de9a9e3df28a8ea |
completed | May 8, 2026, 9:12 a.m. |
| NEDg | Description generation | batch_69fdb187bf1c819098675af82ee70b5b |
completed | May 8, 2026, 9:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdb27fd90881909a938ecd227873b4 |
completed | May 8, 2026, 9:53 a.m. |
Created at: April 9, 2026, 8:58 p.m.