Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002071

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.053

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001660

distance 0.053

#2 · Chandrapurcell 4730001914

distance 0.069

#3 · Chandrapurcell 4730001991

distance 0.082

#4 · Yavatmalcell 5000001869

distance 0.104 · cross-district

#5 · Yavatmalcell 5000002747

distance 0.109 · cross-district

#6 · Yavatmalcell 5000001371

distance 0.121 · cross-district

#7 · Yavatmalcell 5000002355

distance 0.125 · cross-district

#8 · Yavatmalcell 5000001866

distance 0.13 · cross-district

#9 · Yavatmalcell 5000002471

distance 0.133 · cross-district

#10 · Yavatmalcell 5000002476

distance 0.135 · cross-district

#11 · Yavatmalcell 5000003203

distance 0.138 · cross-district

#12 · Yavatmalcell 5000001989

distance 0.14 · cross-district

#13 · Chandrapurcell 4730002437

distance 0.141

#14 · Yavatmalcell 5000005809

distance 0.144 · cross-district

#15 · Yavatmalcell 5000002215

distance 0.145 · cross-district

#16 · Yavatmalcell 5000001422

distance 0.145 · cross-district

#17 · Yavatmalcell 5000002601

distance 0.147 · cross-district

#18 · Yavatmalcell 5000004287

distance 0.148 · 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":4730002071}}}'

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.