Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007176

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840001098

distance 0.213 · cross-district

#2 · Yavatmalcell 5000008726

distance 0.238 · cross-district

#3 · Chandrapurcell 4730002221

distance 0.265

#4 · Chandrapurcell 4730007213

distance 0.267

#5 · Nagpurcell 4840000877

distance 0.271 · cross-district

#6 · Nagpurcell 4840006877

distance 0.278 · cross-district

#7 · Chandrapurcell 4730002291

distance 0.285

#8 · Nandedcell 4850000509

distance 0.286 · cross-district

#9 · Nagpurcell 4840001210

distance 0.291 · cross-district

#10 · Amravaticell 4680003379

distance 0.293 · cross-district

#11 · Bhandaracell 4710001325

distance 0.296 · cross-district

#12 · Chandrapurcell 4730009318

distance 0.3

#13 · Gondiacell 4760001975

distance 0.302 · cross-district

#14 · Chandrapurcell 4730002748

distance 0.304

#15 · Amravaticell 4680009560

distance 0.306 · cross-district

#16 · Jalgaoncell 4780006687

distance 0.307 · cross-district

#17 · Washimcell 4990004008

distance 0.309 · cross-district

#18 · Bhandaracell 4710003334

distance 0.315 · 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":4730007176}}}'

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.