Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005610

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.324

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840007806

distance 0.324 · cross-district

#2 · Buldhanacell 4720001309

distance 0.366 · cross-district

#3 · Kolhapurcell 4800006451

distance 0.369 · cross-district

#4 · Buldhanacell 4720001534

distance 0.379 · cross-district

#5 · Chandrapurcell 4730005302

distance 0.38

#6 · Wardhacell 4980000754

distance 0.391 · cross-district

#7 · Sataracell 4940003605

distance 0.405 · cross-district

#8 · Beedcell 4700000139

distance 0.407 · cross-district

#9 · Kolhapurcell 4800006496

distance 0.411 · cross-district

#10 · Nagpurcell 4840001246

distance 0.412 · cross-district

#11 · Kolhapurcell 4800006481

distance 0.432 · cross-district

#12 · Sataracell 4940002810

distance 0.436 · cross-district

#13 · Buldhanacell 4720001248

distance 0.437 · cross-district

#14 · Gadchirolicell 4750000108

distance 0.438 · cross-district

#15 · Gadchirolicell 4750000622

distance 0.438 · cross-district

#16 · Gadchirolicell 4750000181

distance 0.45 · cross-district

#17 · Nandurbarcell 4860005051

distance 0.453 · cross-district

#18 · Sataracell 4940001540

distance 0.454 · 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":4730005610}}}'

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.