Triple
T8613154
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manila City Hall |
E203963
|
entity |
| Predicate | nearTransport |
P5822
|
FINISHED |
| Object |
Lawton transport hub
Lawton transport hub is a major public transportation interchange in Manila that serves as a key node for buses, jeepneys, and other commuter routes in the city.
|
E745417
|
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: Lawton transport hub | Statement: [Manila City Hall, nearTransport, Lawton transport hub]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lawton transport hub Context triple: [Manila City Hall, nearTransport, Lawton transport hub]
-
A.
High Town station
High Town station is the upper terminus of the Bridgnorth Cliff Railway funicular in Bridgnorth, Shropshire, England.
-
B.
Fern Rock Transportation Center
Fern Rock Transportation Center is a major multimodal transit hub in North Philadelphia that serves as a key subway, regional rail, and bus interchange in the SEPTA system.
-
C.
Fannin South Transit Center
Fannin South Transit Center is a major public transportation hub in Houston, Texas, serving as a key connection point between METRORail’s Red Line and numerous METRO bus routes.
-
D.
Denton railway station
Denton railway station is a lightly used railway station in Greater Manchester, England, serving the town of Denton on the Manchester–Stockport line.
-
E.
Scott Road station
Scott Road station is an elevated rapid transit station in Surrey, British Columbia, serving as a key stop on Metro Vancouver’s SkyTrain Expo Line.
- 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: Lawton transport hub Triple: [Manila City Hall, nearTransport, Lawton transport hub]
Generated description
Lawton transport hub is a major public transportation interchange in Manila that serves as a key node for buses, jeepneys, and other commuter routes in the city.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lawton transport hub Target entity description: Lawton transport hub is a major public transportation interchange in Manila that serves as a key node for buses, jeepneys, and other commuter routes in the city.
-
A.
High Town station
High Town station is the upper terminus of the Bridgnorth Cliff Railway funicular in Bridgnorth, Shropshire, England.
-
B.
Fern Rock Transportation Center
Fern Rock Transportation Center is a major multimodal transit hub in North Philadelphia that serves as a key subway, regional rail, and bus interchange in the SEPTA system.
-
C.
Fannin South Transit Center
Fannin South Transit Center is a major public transportation hub in Houston, Texas, serving as a key connection point between METRORail’s Red Line and numerous METRO bus routes.
-
D.
Denton railway station
Denton railway station is a lightly used railway station in Greater Manchester, England, serving the town of Denton on the Manchester–Stockport line.
-
E.
Scott Road station
Scott Road station is an elevated rapid transit station in Surrey, British Columbia, serving as a key stop on Metro Vancouver’s SkyTrain Expo Line.
- 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_69ca832c23e4819095a9f3eea4a21828 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cc46fdf21c81908ffc6363e98ab871 |
completed | March 31, 2026, 10:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cea91c30ec81908dafc1caf057e41c |
completed | April 2, 2026, 5:36 p.m. |
| NEDg | Description generation | batch_69cea9e685388190a4be9d2135dc02d0 |
completed | April 2, 2026, 5:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ceaababe2c8190bc47430d33bfdbaa |
completed | April 2, 2026, 5:43 p.m. |
Created at: March 30, 2026, 6:25 p.m.