Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006644

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.054

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006756

distance 0.054

#2 · Chandrapurcell 4730006980

distance 0.068

#3 · Chandrapurcell 4730006645

distance 0.075

#4 · Chandrapurcell 4730006989

distance 0.082

#5 · Chandrapurcell 4730006981

distance 0.084

#6 · Chandrapurcell 4730006531

distance 0.088

#7 · Chandrapurcell 4730006871

distance 0.106

#8 · Chandrapurcell 4730006757

distance 0.108

#9 · Chandrapurcell 4730006532

distance 0.112

#10 · Chandrapurcell 4730006979

distance 0.12

#11 · Chandrapurcell 4730006988

distance 0.121

#12 · Chandrapurcell 4730006874

distance 0.122

#13 · Chandrapurcell 4730006760

distance 0.126

#14 · Chandrapurcell 4730006982

distance 0.128

#15 · Chandrapurcell 4730007094

distance 0.132

#16 · Chandrapurcell 4730006755

distance 0.133

#17 · Bhandaracell 4710000434

distance 0.134 · cross-district

#18 · Gondiacell 4760000183

distance 0.14 · 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":4730006644}}}'

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.