Triple
T3498315
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barry Levinson |
E73903
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Liberty Heights
Liberty Heights is a 1999 coming-of-age drama film written and directed by Barry Levinson that explores race, class, and identity in 1950s Baltimore.
|
E362450
|
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: Liberty Heights | Statement: [Barry Levinson, notableWork, Liberty Heights]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liberty Heights Context triple: [Barry Levinson, notableWork, Liberty Heights]
-
A.
Laurel Heights
Laurel Heights is a San Francisco neighborhood that hosts one of the University of California, San Francisco’s satellite campus sites, known for its mix of residential streets and institutional buildings.
-
B.
Whitley Heights
Whitley Heights is a historic hillside neighborhood in Hollywood, Los Angeles, known for its early 20th-century Mediterranean-style homes and ties to the film industry.
-
C.
Archer Heights
Archer Heights is a residential and industrial neighborhood on Chicago’s Southwest Side known for its diverse, largely working-class community and proximity to Midway International Airport.
-
D.
Greenwood Heights
Greenwood Heights is a residential neighborhood in Brooklyn, New York City, known for its hilly streets, diverse community, and proximity to the historic Green-Wood Cemetery.
-
E.
Devore Heights
Devore Heights is a residential community in the foothills of the San Bernardino Mountains in Southern California.
- 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: Liberty Heights Triple: [Barry Levinson, notableWork, Liberty Heights]
Generated description
Liberty Heights is a 1999 coming-of-age drama film written and directed by Barry Levinson that explores race, class, and identity in 1950s Baltimore.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liberty Heights Target entity description: Liberty Heights is a 1999 coming-of-age drama film written and directed by Barry Levinson that explores race, class, and identity in 1950s Baltimore.
-
A.
Laurel Heights
Laurel Heights is a San Francisco neighborhood that hosts one of the University of California, San Francisco’s satellite campus sites, known for its mix of residential streets and institutional buildings.
-
B.
Whitley Heights
Whitley Heights is a historic hillside neighborhood in Hollywood, Los Angeles, known for its early 20th-century Mediterranean-style homes and ties to the film industry.
-
C.
Archer Heights
Archer Heights is a residential and industrial neighborhood on Chicago’s Southwest Side known for its diverse, largely working-class community and proximity to Midway International Airport.
-
D.
Greenwood Heights
Greenwood Heights is a residential neighborhood in Brooklyn, New York City, known for its hilly streets, diverse community, and proximity to the historic Green-Wood Cemetery.
-
E.
Devore Heights
Devore Heights is a residential community in the foothills of the San Bernardino Mountains in Southern California.
- 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_69ad85cdb6e48190a335d412b9194ed8 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbbd299ec8190b76b165b2fd70537 |
completed | March 8, 2026, 6:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b373d2ef9c819087458a0ac02d4596 |
completed | March 13, 2026, 2:17 a.m. |
| NEDg | Description generation | batch_69b375532e14819083e86362daa3c3b5 |
completed | March 13, 2026, 2:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b375afa3a881909b41ee75c18f89d9 |
completed | March 13, 2026, 2:25 a.m. |
Created at: March 8, 2026, 3:18 p.m.