Triple
T15761369
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madeline Zima |
E382104
|
entity |
| Predicate | playedCharacter |
P1507
|
FINISHED |
| Object |
Gretchen Berg
Gretchen Berg is a fictional character from the television series "Heroes," known as Claire Bennet’s college roommate and close friend.
|
E1175245
|
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 | Statement: [Madeline Zima, playedCharacter, Gretchen Berg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gretchen Berg Context triple: [Madeline Zima, playedCharacter, Gretchen Berg]
-
A.
Gretchen Grundler
Gretchen Grundler is a highly intelligent, science-loving elementary school student and one of the main members of the central friend group in the animated TV series "Recess."
-
B.
Gretchen Kafoury
Gretchen Kafoury was an influential Portland, Oregon politician and activist known for her work on housing, social justice, and women's rights.
-
C.
Gretchen Johnson
Gretchen Johnson is an American woman best known as the longtime partner and later wife of "Family Feud" host Richard Dawson, whom he met when she appeared as a contestant on the show.
-
D.
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.
-
E.
Gretchen Hartman
Gretchen Hartman was an American stage and silent film actress active in the early 20th century.
- 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 Triple: [Madeline Zima, playedCharacter, Gretchen Berg]
Generated description
Gretchen Berg is a fictional character from the television series "Heroes," known as Claire Bennet’s college roommate and close friend.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gretchen Berg Target entity description: Gretchen Berg is a fictional character from the television series "Heroes," known as Claire Bennet’s college roommate and close friend.
-
A.
Gretchen Grundler
Gretchen Grundler is a highly intelligent, science-loving elementary school student and one of the main members of the central friend group in the animated TV series "Recess."
-
B.
Gretchen Kafoury
Gretchen Kafoury was an influential Portland, Oregon politician and activist known for her work on housing, social justice, and women's rights.
-
C.
Gretchen Johnson
Gretchen Johnson is an American woman best known as the longtime partner and later wife of "Family Feud" host Richard Dawson, whom he met when she appeared as a contestant on the show.
-
D.
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.
-
E.
Gretchen Hartman
Gretchen Hartman was an American stage and silent film actress active in the early 20th century.
- 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.