Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009542

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008578

distance 0.167

#2 · Chandrapurcell 4730009541

distance 0.179

#3 · Chandrapurcell 4730009647

distance 0.193

#4 · Chandrapurcell 4730008652

distance 0.241

#5 · Bhandaracell 4710001420

distance 0.242 · cross-district

#6 · Nagpurcell 4840000014

distance 0.251 · cross-district

#7 · Chandrapurcell 4730009660

distance 0.256

#8 · Chandrapurcell 4730009303

distance 0.263

#9 · Bhandaracell 4710001234

distance 0.263 · cross-district

#10 · Chandrapurcell 4730008663

distance 0.263

#11 · Bhandaracell 4710001056

distance 0.267 · cross-district

#12 · Gondiacell 4760000428

distance 0.269 · cross-district

#13 · Bhandaracell 4710001424

distance 0.287 · cross-district

#14 · Gadchirolicell 4750010833

distance 0.295 · cross-district

#15 · Chandrapurcell 4730005972

distance 0.297

#16 · Bhandaracell 4710000725

distance 0.299 · cross-district

#17 · Bhandaracell 4710000730

distance 0.299 · cross-district

#18 · Chandrapurcell 4730009484

distance 0.302

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":4730009542}}}'

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.