Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009647

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

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009542

distance 0.193

#2 · Chandrapurcell 4730009432

distance 0.199

#3 · Bhandaracell 4710000725

distance 0.221 · cross-district

#4 · Chandrapurcell 4730009484

distance 0.228

#5 · Chandrapurcell 4730008652

distance 0.235

#6 · Chandrapurcell 4730008578

distance 0.236

#7 · Chandrapurcell 4730009541

distance 0.243

#8 · Nagpurcell 4840000014

distance 0.255 · cross-district

#9 · Chandrapurcell 4730009430

distance 0.265

#10 · Chandrapurcell 4730008802

distance 0.275

#11 · Chandrapurcell 4730009160

distance 0.281

#12 · Chandrapurcell 4730009303

distance 0.281

#13 · Chandrapurcell 4730007351

distance 0.287

#14 · Chandrapurcell 4730009424

distance 0.291

#15 · Gadchirolicell 4750010833

distance 0.292 · cross-district

#16 · Chandrapurcell 4730007000

distance 0.296

#17 · Bhandaracell 4710001424

distance 0.297 · cross-district

#18 · Chandrapurcell 4730009609

distance 0.301

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":4730009647}}}'

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.