Triple
T3494711
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Third Street Light Rail Project Phase 2 |
E73822
|
entity |
| Predicate | connectsArea |
P2564
|
FINISHED |
| Object |
Union Square
Union Square is a major commercial and cultural hub in downtown San Francisco, known for its shopping, hotels, theaters, and public events.
|
E19054
|
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: Union Square | Statement: [Third Street Light Rail Project Phase 2, connectsArea, Union Square]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Union Square Context triple: [Third Street Light Rail Project Phase 2, connectsArea, Union Square]
-
A.
Union Square
Union Square is a major commercial and cultural hub in downtown San Francisco, known for its upscale shopping, theaters, hotels, and vibrant urban plaza.
-
B.
Union Square
Union Square is a landscaped public plaza and reflecting pool area located just west of the U.S. Capitol in Washington, D.C., serving as a prominent gathering and ceremonial space.
-
C.
Union Square
Union Square is a historic commercial and cultural neighborhood in Somerville, Massachusetts, known for its diverse dining, arts scene, and community events.
-
D.
Union Square Park
Union Square Park is a historic public park and gathering space in Manhattan, New York City, known for its bustling greenmarket, political demonstrations, and central location at the intersection of major downtown neighborhoods.
-
E.
Herald Square
Herald Square is a bustling commercial and transportation hub in Midtown Manhattan, best known for its flagship Macy’s department store and as a focal point of New York City’s retail and holiday festivities.
- 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: Union Square Triple: [Third Street Light Rail Project Phase 2, connectsArea, Union Square]
Generated description
Union Square is a major commercial and cultural hub in downtown San Francisco, known for its shopping, hotels, theaters, and public events.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Union Square Target entity description: Union Square is a major commercial and cultural hub in downtown San Francisco, known for its shopping, hotels, theaters, and public events.
-
A.
Union Square
chosen
Union Square is a major commercial and cultural hub in downtown San Francisco, known for its upscale shopping, theaters, hotels, and vibrant urban plaza.
-
B.
Union Square
Union Square is a historic commercial and cultural neighborhood in Somerville, Massachusetts, known for its diverse dining, arts scene, and community events.
-
C.
Union Square
Union Square is a landscaped public plaza and reflecting pool area located just west of the U.S. Capitol in Washington, D.C., serving as a prominent gathering and ceremonial space.
-
D.
Union Square Park
Union Square Park is a historic public park and gathering space in Manhattan, New York City, known for its bustling greenmarket, political demonstrations, and central location at the intersection of major downtown neighborhoods.
-
E.
Herald Square
Herald Square is a bustling commercial and transportation hub in Midtown Manhattan, best known for its flagship Macy’s department store and as a focal point of New York City’s retail and holiday festivities.
- F. None of above.
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_69adbbaebed881909d9cbc9c4c1f138f |
completed | March 8, 2026, 6:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b38bbf19808190b42c9feddc2a1030 |
completed | March 13, 2026, 3:59 a.m. |
| NEDg | Description generation | batch_69b38c2d2ac88190b1b63faa871193e2 |
completed | March 13, 2026, 4:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b38c795e4c8190a7171daab5aed4b1 |
completed | March 13, 2026, 4:03 a.m. |
Created at: March 8, 2026, 3:18 p.m.