Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008451

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 1 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 4730008377

distance 0.054

#2 · Chandrapurcell 4730008533

distance 0.071

#3 · Chandrapurcell 4730008534

distance 0.071

#4 · Chandrapurcell 4730008456

distance 0.071

#5 · Chandrapurcell 4730008455

distance 0.073

#6 · Chandrapurcell 4730008536

distance 0.073

#7 · Chandrapurcell 4730008289

distance 0.074

#8 · Chandrapurcell 4730008110

distance 0.077

#9 · Chandrapurcell 4730008535

distance 0.078

#10 · Chandrapurcell 4730008116

distance 0.08

#11 · Chandrapurcell 4730007585

distance 0.081

#12 · Chandrapurcell 4730008457

distance 0.081

#13 · Chandrapurcell 4730007694

distance 0.083

#14 · Chandrapurcell 4730008021

distance 0.084

#15 · Chandrapurcell 4730008529

distance 0.088

#16 · Chandrapurcell 4730008458

distance 0.088

#17 · Chandrapurcell 4730007809

distance 0.089

#18 · Chandrapurcell 4730007358

distance 0.089

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":4730008451}}}'

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.