Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003966

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840002809

distance 0.232 · cross-district

#2 · Nagpurcell 4840002812

distance 0.252 · cross-district

#3 · Nagpurcell 4840004392

distance 0.27 · cross-district

#4 · Nagpurcell 4840002792

distance 0.271 · cross-district

#5 · Chandrapurcell 4730005305

distance 0.272

#6 · Hingolicell 4770000398

distance 0.277 · cross-district

#7 · Yavatmalcell 5000007403

distance 0.282 · cross-district

#8 · Chandrapurcell 4730003862

distance 0.283

#9 · Chandrapurcell 4730004414

distance 0.286

#10 · Amravaticell 4680002993

distance 0.286 · cross-district

#11 · Chandrapurcell 4730002384

distance 0.289

#12 · Nagpurcell 4840006709

distance 0.291 · cross-district

#13 · Nagpurcell 4840000630

distance 0.295 · cross-district

#14 · Gondiacell 4760001639

distance 0.297 · cross-district

#15 · Gondiacell 4760001609

distance 0.297 · cross-district

#16 · Kolhapurcell 4800005189

distance 0.298 · cross-district

#17 · Washimcell 4990001506

distance 0.3 · cross-district

#18 · Gadchirolicell 4750009013

distance 0.301 · 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":4730003966}}}'

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.