Triple
T15761370
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madeline Zima |
E382104
|
entity |
| Predicate | characterInWork |
P12208
|
FINISHED |
| Object |
Gretchen Berg in Heroes
Gretchen Berg in *Heroes* is a college student at Arlington University who becomes Claire Bennet’s close friend and love interest, playing a key role in Claire’s exploration of her identity and powers in the series’ fourth season.
|
E1175246
|
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: Gretchen Berg in Heroes | Statement: [Madeline Zima, characterInWork, Gretchen Berg in Heroes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gretchen Berg in Heroes Context triple: [Madeline Zima, characterInWork, Gretchen Berg in Heroes]
-
A.
Gretchen Young
Gretchen Young is the birth name of American actress Loretta Young, a prominent Hollywood star of the 1930s and 1940s.
-
B.
Gretchen Morgan
Gretchen Morgan is a ruthless and resourceful antagonist in the TV series "Prison Break," known for her role as a high-ranking operative within the shadowy organization known as the Company.
-
C.
Gretchen Mol
Gretchen Mol is an American actress known for her film and television work, including prominent roles in projects like "The Notorious Bettie Page" and the HBO series "Boardwalk Empire."
-
D.
Gretchen Wieners – Lacey Chabert
Gretchen Wieners – Lacey Chabert refers to the character Gretchen Wieners from the teen comedy film "Mean Girls," portrayed by American actress Lacey Chabert.
-
E.
Gretchen Palmer
Gretchen Palmer is a fictional character from the 2015 comedy film "The Wedding Ringer," which centers on a man who hires a best man for his wedding.
- 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: Gretchen Berg in Heroes Triple: [Madeline Zima, characterInWork, Gretchen Berg in Heroes]
Generated description
Gretchen Berg in *Heroes* is a college student at Arlington University who becomes Claire Bennet’s close friend and love interest, playing a key role in Claire’s exploration of her identity and powers in the series’ fourth season.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gretchen Berg in Heroes Target entity description: Gretchen Berg in *Heroes* is a college student at Arlington University who becomes Claire Bennet’s close friend and love interest, playing a key role in Claire’s exploration of her identity and powers in the series’ fourth season.
-
A.
Gretchen Young
Gretchen Young is the birth name of American actress Loretta Young, a prominent Hollywood star of the 1930s and 1940s.
-
B.
Gretchen Morgan
Gretchen Morgan is a ruthless and resourceful antagonist in the TV series "Prison Break," known for her role as a high-ranking operative within the shadowy organization known as the Company.
-
C.
Gretchen Mol
Gretchen Mol is an American actress known for her film and television work, including prominent roles in projects like "The Notorious Bettie Page" and the HBO series "Boardwalk Empire."
-
D.
Gretchen Wieners – Lacey Chabert
Gretchen Wieners – Lacey Chabert refers to the character Gretchen Wieners from the teen comedy film "Mean Girls," portrayed by American actress Lacey Chabert.
-
E.
Gretchen Palmer
Gretchen Palmer is a fictional character from the 2015 comedy film "The Wedding Ringer," which centers on a man who hires a best man for his wedding.
- 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_69d86d9e6b44819085d1f6a969ecb74c |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e050b52c548190a0ffa4493a4eb15c |
completed | April 16, 2026, 3 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff8774eda08190a6231b4fd5027e6f |
completed | May 9, 2026, 7:13 p.m. |
| NEDg | Description generation | batch_69ff885d33708190adb157afa7dc2e07 |
completed | May 9, 2026, 7:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff8948cc68819085c3953226236394 |
completed | May 9, 2026, 7:21 p.m. |
Created at: April 10, 2026, 4:47 a.m.