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Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001824

The MH-36 locality cells most similar to this Bhandara cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found
18
across 3 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.175
lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760001189
distance 0.175 · cross-district
#2 · Bhandaracell 4710001622
distance 0.184
#3 · Bhandaracell 4710001663
distance 0.199
#4 · Bhandaracell 4710001768
distance 0.211
#5 · Bhandaracell 4710001217
distance 0.214
#6 · Bhandaracell 4710001603
distance 0.214
#7 · Nagpurcell 4840005759
distance 0.218 · cross-district
#8 · Bhandaracell 4710001928
distance 0.221
#9 · Bhandaracell 4710001468
distance 0.222
#10 · Bhandaracell 4710001671
distance 0.231
#11 · Bhandaracell 4710001509
distance 0.234
#12 · Bhandaracell 4710001877
distance 0.234
#13 · Bhandaracell 4710001826
distance 0.236
#14 · Bhandaracell 4710001932
distance 0.238
#15 · Nagpurcell 4840000644
distance 0.239 · cross-district
#16 · Bhandaracell 4710002260
distance 0.239
#17 · Bhandaracell 4710002211
distance 0.244
#18 · Bhandaracell 4710001475
distance 0.244
witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":471,"cluster_id":4710001824}}}'
Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.