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Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002441

The MH-36 locality cells most similar to this Chandrapur 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 2 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.143
lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002569
distance 0.143
#2 · Chandrapurcell 4730000341
distance 0.144
#3 · Chandrapurcell 4730002693
distance 0.145
#4 · Chandrapurcell 4730002570
distance 0.148
#5 · Chandrapurcell 4730002628
distance 0.17
#6 · Chandrapurcell 4730003035
distance 0.185
#7 · Chandrapurcell 4730003609
distance 0.188
#8 · Nagpurcell 4840005076
distance 0.193 · cross-district
#9 · Chandrapurcell 4730002636
distance 0.197
#10 · Chandrapurcell 4730002829
distance 0.199
#11 · Chandrapurcell 4730002688
distance 0.199
#12 · Chandrapurcell 4730002301
distance 0.202
#13 · Chandrapurcell 4730002760
distance 0.203
#14 · Chandrapurcell 4730001334
distance 0.206
#15 · Chandrapurcell 4730002507
distance 0.211
#16 · Chandrapurcell 4730002825
distance 0.212
#17 · Chandrapurcell 4730002827
distance 0.212
#18 · Chandrapurcell 4730003107
distance 0.213
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":473,"cluster_id":4730002441}}}'
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.