Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004635

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

0.023

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004735

distance 0.023

#2 · Chandrapurcell 4730004634

distance 0.029

#3 · Chandrapurcell 4730004732

distance 0.037

#4 · Chandrapurcell 4730004736

distance 0.057

#5 · Chandrapurcell 4730004833

distance 0.061

#6 · Chandrapurcell 4730004632

distance 0.063

#7 · Chandrapurcell 4730004636

distance 0.071

#8 · Chandrapurcell 4730007083

distance 0.073

#9 · Chandrapurcell 4730004639

distance 0.074

#10 · Chandrapurcell 4730006967

distance 0.096

#11 · Chandrapurcell 4730005112

distance 0.105

#12 · Bhandaracell 4710000557

distance 0.106 · cross-district

#13 · Chandrapurcell 4730004734

distance 0.109

#14 · Chandrapurcell 4730006895

distance 0.122

#15 · Chandrapurcell 4730004731

distance 0.123

#16 · Chandrapurcell 4730007081

distance 0.123

#17 · Chandrapurcell 4730004832

distance 0.123

#18 · Chandrapurcell 4730004927

distance 0.124

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":4730004635}}}'

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.