Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004418

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 17 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004846

distance 0.263 · cross-district

#2 · Nagpurcell 4840003101

distance 0.356 · cross-district

#3 · Jalgaoncell 4780005899

distance 0.376 · cross-district

#4 · Sataracell 4940005342

distance 0.38 · cross-district

#5 · Sanglicell 4930003751

distance 0.386 · cross-district

#6 · Yavatmalcell 5000003086

distance 0.386 · cross-district

#7 · Amravaticell 4680003080

distance 0.392 · cross-district

#8 · Buldhanacell 4720002512

distance 0.395 · cross-district

#9 · Parbhanicell 4890003173

distance 0.396 · cross-district

#10 · Laturcell 4810002860

distance 0.399 · cross-district

#11 · Akolacell 4670002188

distance 0.399 · cross-district

#12 · Wardhacell 4980001757

distance 0.403 · cross-district

#13 · Akolacell 4670003493

distance 0.405 · cross-district

#14 · Dharashivcell 4880001694

distance 0.406 · cross-district

#15 · Gadchirolicell 4750003018

distance 0.407 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003708

distance 0.409 · cross-district

#17 · Chandrapurcell 4730008286

distance 0.411

#18 · Gondiacell 4760003227

distance 0.411 · 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":4730004418}}}'

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.