Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002244

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.284

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002312

distance 0.284

#2 · Chandrapurcell 4730003463

distance 0.325

#3 · Chandrapurcell 4730002313

distance 0.344

#4 · Nagpurcell 4840008526

distance 0.355 · cross-district

#5 · Chandrapurcell 4730004034

distance 0.358

#6 · Nagpurcell 4840004507

distance 0.358 · cross-district

#7 · Nagpurcell 4840008350

distance 0.359 · cross-district

#8 · Beedcell 4700002766

distance 0.364 · cross-district

#9 · Yavatmalcell 5000004115

distance 0.374 · cross-district

#10 · Yavatmalcell 5000002760

distance 0.376 · cross-district

#11 · Nandedcell 4850000784

distance 0.378 · cross-district

#12 · Beedcell 4700002938

distance 0.382 · cross-district

#13 · Nagpurcell 4840005983

distance 0.385 · cross-district

#14 · Nagpurcell 4840004972

distance 0.386 · cross-district

#15 · Jalgaoncell 4780003792

distance 0.391 · cross-district

#16 · Yavatmalcell 5000001372

distance 0.391 · cross-district

#17 · Nagpurcell 4840006897

distance 0.393 · cross-district

#18 · Nagpurcell 4840006794

distance 0.395 · 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":4730002244}}}'

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.