Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002033

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 8 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.282

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670001568

distance 0.282 · cross-district

#2 · Akolacell 4670002264

distance 0.285 · cross-district

#3 · Nagpurcell 4840002513

distance 0.294 · cross-district

#4 · Wardhacell 4980000624

distance 0.299 · cross-district

#5 · Buldhanacell 4720006439

distance 0.304 · cross-district

#6 · Jalgaoncell 4780006671

distance 0.312 · cross-district

#7 · Nagpurcell 4840006013

distance 0.316 · cross-district

#8 · Nagpurcell 4840003803

distance 0.316 · cross-district

#9 · Chandrapurcell 4730003383

distance 0.319

#10 · Wardhacell 4980003346

distance 0.326 · cross-district

#11 · Chandrapurcell 4730003308

distance 0.327

#12 · Chandrapurcell 4730002110

distance 0.329

#13 · Amravaticell 4680005880

distance 0.334 · cross-district

#14 · Nagpurcell 4840004976

distance 0.335 · cross-district

#15 · Nagpurcell 4840001292

distance 0.337 · cross-district

#16 · Yavatmalcell 5000005969

distance 0.342 · cross-district

#17 · Akolacell 4670001916

distance 0.343 · cross-district

#18 · Buldhanacell 4720006221

distance 0.344 · 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":4730002033}}}'

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.