Triple
T17877936
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bishop International Airport |
E447005
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Flint
Flint is a city in eastern Michigan known historically for its automotive industry roots and its significant role in the development of General Motors.
|
E1293441
|
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: Flint | Statement: [Bishop International Airport, locatedIn, Flint]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flint Context triple: [Bishop International Airport, locatedIn, Flint]
-
A.
Flint
Flint is a prominent G.I. Joe team leader and warrant officer known for his tactical expertise and central role in the G.I. Joe franchise.
-
B.
Flint
"Flint" is a jazz fusion album by pianist and composer Bill Laurance, showcasing his intricate compositions and genre-blending keyboard work.
-
C.
Flint
Flint is a surname of English origin borne by various notable individuals, including musician Keith Flint of The Prodigy.
-
D.
Flint
Flint is a historic market town in northeast Wales, known for its medieval Flint Castle overlooking the River Dee.
-
E.
Flint
Flint is a hard, sedimentary cryptocrystalline form of quartz historically used for tools, weapons, and fire-starting due to its ability to produce sharp edges and sparks.
- 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: Flint Triple: [Bishop International Airport, locatedIn, Flint]
Generated description
Flint is a city in eastern Michigan known historically for its automotive industry roots and its significant role in the development of General Motors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Flint Target entity description: Flint is a city in eastern Michigan known historically for its automotive industry roots and its significant role in the development of General Motors.
-
A.
Flint
Flint is a surname of English origin borne by various notable individuals, including musician Keith Flint of The Prodigy.
-
B.
Flint
Flint is a historic market town in northeast Wales, known for its medieval Flint Castle overlooking the River Dee.
-
C.
Flint
Flint is a prominent G.I. Joe team leader and warrant officer known for his tactical expertise and central role in the G.I. Joe franchise.
-
D.
Flint
Flint is a hard, sedimentary cryptocrystalline form of quartz historically used for tools, weapons, and fire-starting due to its ability to produce sharp edges and sparks.
-
E.
Flint
"Flint" is a jazz fusion album by pianist and composer Bill Laurance, showcasing his intricate compositions and genre-blending keyboard work.
- 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_69d8b9f4c22c819093c2680434472894 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e49c0c46108190b8edef2572b5ba90 |
completed | April 19, 2026, 9:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0313d1c1e48190a17e3b81c4ee22f3 |
completed | May 12, 2026, 11:49 a.m. |
| NEDg | Description generation | batch_6a031485c3908190a8fe49068d45e910 |
completed | May 12, 2026, 11:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03151de8408190a4c8bc30f5606951 |
completed | May 12, 2026, 11:55 a.m. |
Created at: April 10, 2026, 10:18 a.m.