Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006716

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

across 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980000019

distance 0.162 · cross-district

#2 · Chandrapurcell 4730006603

distance 0.175

#3 · Wardhacell 4980002442

distance 0.184 · cross-district

#4 · Yavatmalcell 5000007816

distance 0.185 · cross-district

#5 · Chandrapurcell 4730006588

distance 0.19

#6 · Chandrapurcell 4730007732

distance 0.191

#7 · Chandrapurcell 4730006939

distance 0.196

#8 · Yavatmalcell 5000008073

distance 0.198 · cross-district

#9 · Chandrapurcell 4730006814

distance 0.199

#10 · Chandrapurcell 4730007842

distance 0.2

#11 · Wardhacell 4980000120

distance 0.2 · cross-district

#12 · Nagpurcell 4840005980

distance 0.202 · cross-district

#13 · Chandrapurcell 4730006145

distance 0.202

#14 · Wardhacell 4980000198

distance 0.203 · cross-district

#15 · Wardhacell 4980001177

distance 0.204 · cross-district

#16 · Yavatmalcell 5000006355

distance 0.205 · cross-district

#17 · Wardhacell 4980001473

distance 0.206 · cross-district

#18 · Nagpurcell 4840005850

distance 0.207 · cross-district

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":4730006716}}}'

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.