Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009708

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009706

distance 0.149

#2 · Chandrapurcell 4730009704

distance 0.225

#3 · Chandrapurcell 4730009701

distance 0.236

#4 · Bhandaracell 4710000030

distance 0.242 · cross-district

#5 · Chandrapurcell 4730009705

distance 0.257

#6 · Gondiacell 4760001038

distance 0.26 · cross-district

#7 · Bhandaracell 4710000072

distance 0.262 · cross-district

#8 · Chandrapurcell 4730008732

distance 0.269

#9 · Bhandaracell 4710000066

distance 0.271 · cross-district

#10 · Chandrapurcell 4730007345

distance 0.274

#11 · Gondiacell 4760000924

distance 0.274 · cross-district

#12 · Chandrapurcell 4730009707

distance 0.277

#13 · Bhandaracell 4710000315

distance 0.283 · cross-district

#14 · Bhandaracell 4710001192

distance 0.283 · cross-district

#15 · Gondiacell 4760001040

distance 0.285 · cross-district

#16 · Bhandaracell 4710000227

distance 0.29 · cross-district

#17 · Chandrapurcell 4730009602

distance 0.291

#18 · Gondiacell 4760000640

distance 0.293 · 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":4730009708}}}'

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.