Triple
T7622539
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fitchburg Line stations |
E172534
|
entity |
| Predicate | includeStation |
P726
|
FINISHED |
| Object |
Hastings
Hastings is a small commuter rail stop in Weston, Massachusetts, served by the MBTA's Fitchburg Line.
|
E677317
|
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: Hastings | Statement: [Fitchburg Line stations, includeStation, Hastings]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hastings Context triple: [Fitchburg Line stations, includeStation, Hastings]
-
A.
Hastings
Hastings is a historic seaside town and popular coastal resort in East Sussex, England, best known for its association with the 1066 Battle of Hastings and its traditional fishing and tourism industries.
-
B.
Hastings
Hastings is a major urban center in the Hawke's Bay region of New Zealand's North Island, known for its agriculture, wineries, and Art Deco and Spanish Mission-style architecture.
-
C.
Hastings
Hastings is a surname most prominently associated with Reed Hastings, the co-founder and longtime CEO of Netflix.
-
D.
Hastings
Hastings is a coastal town on Victoria, Australia’s Mornington Peninsula known for its port facilities and access to Western Port Bay.
-
E.
Richborough
Richborough is a historic site in Kent, England, known for its significant Roman remains and its role as a key gateway to Roman Britain.
- 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: Hastings Triple: [Fitchburg Line stations, includeStation, Hastings]
Generated description
Hastings is a small commuter rail stop in Weston, Massachusetts, served by the MBTA's Fitchburg Line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hastings Target entity description: Hastings is a small commuter rail stop in Weston, Massachusetts, served by the MBTA's Fitchburg Line.
-
A.
Hastings
Hastings is a historic seaside town and popular coastal resort in East Sussex, England, best known for its association with the 1066 Battle of Hastings and its traditional fishing and tourism industries.
-
B.
Hastings
Hastings is a major urban center in the Hawke's Bay region of New Zealand's North Island, known for its agriculture, wineries, and Art Deco and Spanish Mission-style architecture.
-
C.
Hastings
Hastings is a surname most prominently associated with Reed Hastings, the co-founder and longtime CEO of Netflix.
-
D.
Hastings
Hastings is a coastal town on Victoria, Australia’s Mornington Peninsula known for its port facilities and access to Western Port Bay.
-
E.
Richborough
Richborough is a historic site in Kent, England, known for its significant Roman remains and its role as a key gateway to Roman Britain.
- 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_69c699506b308190826894dab1d9ea86 |
completed | March 27, 2026, 2:50 p.m. |
| NER | Named-entity recognition | batch_69c701731a288190b53ffc546a2f47d7 |
completed | March 27, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c868789618819094010e60ef73fdfd |
completed | March 28, 2026, 11:47 p.m. |
| NEDg | Description generation | batch_69c86c244d848190b53a713480761162 |
completed | March 29, 2026, 12:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c86c7881788190bc399c485d12d6fa |
completed | March 29, 2026, 12:04 a.m. |
Created at: March 27, 2026, 3:56 p.m.