Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002179

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

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000002615

distance 0.231 · cross-district

#2 · Chandrapurcell 4730002249

distance 0.333

#3 · Chandrapurcell 4730002318

distance 0.343

#4 · Chandrapurcell 4730002754

distance 0.369

#5 · Chandrapurcell 4730002180

distance 0.378

#6 · Jalgaoncell 4780006360

distance 0.384 · cross-district

#7 · Yavatmalcell 5000005825

distance 0.386 · cross-district

#8 · Chandrapurcell 4730002753

distance 0.394

#9 · Yavatmalcell 5000004466

distance 0.394 · cross-district

#10 · Yavatmalcell 5000002485

distance 0.416 · cross-district

#11 · Chandrapurcell 4730003697

distance 0.428

#12 · Yavatmalcell 5000005499

distance 0.429 · cross-district

#13 · Yavatmalcell 5000005981

distance 0.439 · cross-district

#14 · Chandrapurcell 4730002319

distance 0.441

#15 · Yavatmalcell 5000002616

distance 0.445 · cross-district

#16 · Chandrapurcell 4730003942

distance 0.449

#17 · Yavatmalcell 5000006127

distance 0.465 · cross-district

#18 · Yavatmalcell 5000001621

distance 0.47 · 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":4730002179}}}'

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.