Triple
T23282072
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AMHQ |
E588890
|
entity |
| Predicate | hasHost |
P2592
|
FINISHED |
| Object |
Stephanie Abrams
Stephanie Abrams is an American meteorologist and television personality best known for her work on The Weather Channel.
|
E1578131
|
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: Stephanie Abrams | Statement: [AMHQ, hasHost, Stephanie Abrams]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephanie Abrams Context triple: [AMHQ, hasHost, Stephanie Abrams]
-
A.
Stephanie Dickinson
Stephanie Dickinson is the young woman at the center of the romantic misunderstandings in the 1969 comedy film "Cactus Flower."
-
B.
Gracie Madigan Abrams
Gracie Madigan Abrams is an American singer-songwriter known for her introspective indie-pop music and emotionally candid lyrics.
-
C.
Julia Harvey Abrams
Julia Harvey Abrams was the wife of U.S. Army General Creighton Abrams, known primarily for her role as his partner and supporter throughout his military career and public life.
-
D.
Julia Madigan
Julia Madigan is a fictional character named Madigan, likely featured in a narrative work such as a novel, film, or television series.
-
E.
Celeste Ackelson
Celeste Ackelson is an American public relations professional best known as the wife of actor Brian Baumgartner, who played Kevin Malone on the U.S. version of "The Office."
- 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: Stephanie Abrams Triple: [AMHQ, hasHost, Stephanie Abrams]
Generated description
Stephanie Abrams is an American meteorologist and television personality best known for her work on The Weather Channel.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephanie Abrams Target entity description: Stephanie Abrams is an American meteorologist and television personality best known for her work on The Weather Channel.
-
A.
Stephanie Dickinson
Stephanie Dickinson is the young woman at the center of the romantic misunderstandings in the 1969 comedy film "Cactus Flower."
-
B.
Gracie Madigan Abrams
Gracie Madigan Abrams is an American singer-songwriter known for her introspective indie-pop music and emotionally candid lyrics.
-
C.
Julia Harvey Abrams
Julia Harvey Abrams was the wife of U.S. Army General Creighton Abrams, known primarily for her role as his partner and supporter throughout his military career and public life.
-
D.
Julia Madigan
Julia Madigan is a fictional character named Madigan, likely featured in a narrative work such as a novel, film, or television series.
-
E.
Celeste Ackelson
Celeste Ackelson is an American public relations professional best known as the wife of actor Brian Baumgartner, who played Kevin Malone on the U.S. version of "The Office."
- 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_69e25d16e2c08190a291de254703129e |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f19643b8908190a2c29552b272dc61 |
completed | April 29, 2026, 5:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c3f7f06a08190a3ac574cdcd79e3d |
completed | May 19, 2026, 10:46 a.m. |
| NEDg | Description generation | batch_6a0c4075bc508190ae0dc8b61c24faa0 |
completed | May 19, 2026, 10:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c411702a48190ba2964ba221394d1 |
completed | May 19, 2026, 10:53 a.m. |
Created at: April 17, 2026, 4:58 p.m.