Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005898

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

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009318

distance 0.203

#2 · Chandrapurcell 4730005470

distance 0.223

#3 · Bhandaracell 4710000746

distance 0.247 · cross-district

#4 · Chandrapurcell 4730006354

distance 0.255

#5 · Chandrapurcell 4730005897

distance 0.272

#6 · Chandrapurcell 4730005900

distance 0.277

#7 · Bhandaracell 4710001574

distance 0.281 · cross-district

#8 · Yavatmalcell 5000008572

distance 0.282 · cross-district

#9 · Nagpurcell 4840008318

distance 0.289 · cross-district

#10 · Chandrapurcell 4730005902

distance 0.293

#11 · Bhandaracell 4710001287

distance 0.303 · cross-district

#12 · Bhandaracell 4710000933

distance 0.312 · cross-district

#13 · Bhandaracell 4710001325

distance 0.313 · cross-district

#14 · Gondiacell 4760000468

distance 0.314 · cross-district

#15 · Chandrapurcell 4730005657

distance 0.316

#16 · Yavatmalcell 5000003027

distance 0.319 · cross-district

#17 · Gondiacell 4760000299

distance 0.326 · cross-district

#18 · Chandrapurcell 4730005895

distance 0.327

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":4730005898}}}'

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.