Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009119

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

0.2

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001387

distance 0.2 · cross-district

#2 · Bhandaracell 4710001388

distance 0.205 · cross-district

#3 · Bhandaracell 4710001469

distance 0.214 · cross-district

#4 · Chandrapurcell 4730009388

distance 0.218

#5 · Gondiacell 4760000930

distance 0.229 · cross-district

#6 · Bhandaracell 4710001617

distance 0.234 · cross-district

#7 · Bhandaracell 4710001610

distance 0.237 · cross-district

#8 · Gadchirolicell 4750010189

distance 0.24 · cross-district

#9 · Gadchirolicell 4750009745

distance 0.242 · cross-district

#10 · Gadchirolicell 4750010311

distance 0.248 · cross-district

#11 · Bhandaracell 4710001614

distance 0.249 · cross-district

#12 · Bhandaracell 4710001621

distance 0.249 · cross-district

#13 · Gondiacell 4760001095

distance 0.256 · cross-district

#14 · Chandrapurcell 4730009118

distance 0.256

#15 · Bhandaracell 4710001720

distance 0.261 · cross-district

#16 · Chandrapurcell 4730009312

distance 0.263

#17 · Chandrapurcell 4730009447

distance 0.265

#18 · Bhandaracell 4710001334

distance 0.266 · 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":4730009119}}}'

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.