Triple
T10456154
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forman |
E246554
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Deborah Forman
Deborah Forman is a notable individual recognized for her association with the Forman surname.
|
E865802
|
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: Deborah Forman | Statement: [Forman, hasNotableBearer, Deborah Forman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deborah Forman Context triple: [Forman, hasNotableBearer, Deborah Forman]
-
A.
Lesley Gore
Lesley Gore was an American pop singer and songwriter best known for her 1963 hit single "It's My Party."
-
B.
Jackie DeShannon
Jackie DeShannon is an American singer-songwriter known for her influential work in the 1960s and 1970s, including penning several hit songs recorded by other artists.
-
C.
Denise Ream
Denise Ream is a film producer known for her work on major animated features, including Pixar's "Elemental."
-
D.
Anna Wise
Anna Wise is an American singer and songwriter best known for her ethereal vocals and frequent collaborations with Kendrick Lamar on critically acclaimed hip-hop projects.
-
E.
Patty Baker
Patty Baker is a notable individual who shares the surname Baker and has achieved sufficient recognition to be specifically identified among its bearers.
- 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: Deborah Forman Triple: [Forman, hasNotableBearer, Deborah Forman]
Generated description
Deborah Forman is a notable individual recognized for her association with the Forman surname.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deborah Forman Target entity description: Deborah Forman is a notable individual recognized for her association with the Forman surname.
-
A.
Lesley Gore
Lesley Gore was an American pop singer and songwriter best known for her 1963 hit single "It's My Party."
-
B.
Jackie DeShannon
Jackie DeShannon is an American singer-songwriter known for her influential work in the 1960s and 1970s, including penning several hit songs recorded by other artists.
-
C.
Denise Ream
Denise Ream is a film producer known for her work on major animated features, including Pixar's "Elemental."
-
D.
Anna Wise
Anna Wise is an American singer and songwriter best known for her ethereal vocals and frequent collaborations with Kendrick Lamar on critically acclaimed hip-hop projects.
-
E.
Patty Baker
Patty Baker is a notable individual who shares the surname Baker and has achieved sufficient recognition to be specifically identified among its bearers.
- 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_69d381c04fe08190957c26c526a3b05a |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4fe48d15c8190bae0d4859e6cda5d |
completed | April 7, 2026, 12:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d89fbf3a308190af6b605ce781396a |
completed | April 10, 2026, 6:59 a.m. |
| NEDg | Description generation | batch_69d8a2f4bbec8190a5c508c6431d71b2 |
completed | April 10, 2026, 7:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d8aff34c7081909c3504e00f56d9ec |
completed | April 10, 2026, 8:08 a.m. |
Created at: April 6, 2026, 12:18 p.m.