Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009704

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009440

distance 0.183

#2 · Chandrapurcell 4730009708

distance 0.225

#3 · Chandrapurcell 4730008595

distance 0.229

#4 · Chandrapurcell 4730009701

distance 0.253

#5 · Chandrapurcell 4730006200

distance 0.255

#6 · Chandrapurcell 4730009501

distance 0.258

#7 · Chandrapurcell 4730009079

distance 0.258

#8 · Chandrapurcell 4730009602

distance 0.26

#9 · Gondiacell 4760000640

distance 0.269 · cross-district

#10 · Bhandaracell 4710000887

distance 0.269 · cross-district

#11 · Chandrapurcell 4730009662

distance 0.27

#12 · Chandrapurcell 4730009028

distance 0.278

#13 · Chandrapurcell 4730006662

distance 0.29

#14 · Nagpurcell 4840000004

distance 0.294 · cross-district

#15 · Chandrapurcell 4730006773

distance 0.295

#16 · Chandrapurcell 4730008886

distance 0.298

#17 · Chandrapurcell 4730007345

distance 0.299

#18 · Bhandaracell 4710001192

distance 0.3 · 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":4730009704}}}'

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.