Triple
T11163542
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Santa Cruz, Manila |
E264101
|
entity |
| Predicate | hasTransportStation |
P2413
|
FINISHED |
| Object |
Bambang LRT station
Bambang LRT station is an elevated Light Rail Transit station in Santa Cruz, Manila, serving commuters along Manila's LRT Line 1.
|
E909320
|
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: Bambang LRT station | Statement: [Santa Cruz, Manila, hasTransportStation, Bambang LRT station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bambang LRT station Context triple: [Santa Cruz, Manila, hasTransportStation, Bambang LRT station]
-
A.
Sentul station
Sentul station is a key commuter rail station in Kuala Lumpur, Malaysia, serving as an important node on the KTM Komuter network.
-
B.
Jatinegara Station
Jatinegara Station is a major railway hub in East Jakarta, Indonesia, serving as a key interchange for commuter and intercity train services in the Greater Jakarta area.
-
C.
Subang Jaya station
Subang Jaya station is a major integrated rail and commuter hub in Subang Jaya, Selangor, Malaysia, serving KTM Komuter, LRT, and other local transit services.
-
D.
Dang Wangi station
Dang Wangi station is an elevated rapid transit stop in central Kuala Lumpur serving the Kelana Jaya Line and providing convenient access to nearby commercial and tourist areas.
-
E.
Hang Tuah station
Hang Tuah station is a transit station in Kuala Lumpur that serves the KL Monorail line and connects to other urban rail services.
- 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: Bambang LRT station Triple: [Santa Cruz, Manila, hasTransportStation, Bambang LRT station]
Generated description
Bambang LRT station is an elevated Light Rail Transit station in Santa Cruz, Manila, serving commuters along Manila's LRT Line 1.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bambang LRT station Target entity description: Bambang LRT station is an elevated Light Rail Transit station in Santa Cruz, Manila, serving commuters along Manila's LRT Line 1.
-
A.
Sentul station
Sentul station is a key commuter rail station in Kuala Lumpur, Malaysia, serving as an important node on the KTM Komuter network.
-
B.
Jatinegara Station
Jatinegara Station is a major railway hub in East Jakarta, Indonesia, serving as a key interchange for commuter and intercity train services in the Greater Jakarta area.
-
C.
Subang Jaya station
Subang Jaya station is a major integrated rail and commuter hub in Subang Jaya, Selangor, Malaysia, serving KTM Komuter, LRT, and other local transit services.
-
D.
Dang Wangi station
Dang Wangi station is an elevated rapid transit stop in central Kuala Lumpur serving the Kelana Jaya Line and providing convenient access to nearby commercial and tourist areas.
-
E.
Hang Tuah station
Hang Tuah station is a transit station in Kuala Lumpur that serves the KL Monorail line and connects to other urban rail services.
- 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_69d6aa9ccddc8190868998c8b7beb060 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8832fe88190a74d81f9ed547baa |
completed | April 9, 2026, 5:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e463851a348190a9a8bd1501026d83 |
completed | April 19, 2026, 5:09 a.m. |
| NEDg | Description generation | batch_69e46c374ca08190a876ee68dea9b821 |
completed | April 19, 2026, 5:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4747bc02c81908f0782cf85667f3f |
completed | April 19, 2026, 6:21 a.m. |
Created at: April 8, 2026, 9:29 p.m.