Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008495

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.252

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008037

distance 0.252

#2 · Chandrapurcell 4730005395

distance 0.281

#3 · Yavatmalcell 5000007731

distance 0.285 · cross-district

#4 · Amravaticell 4680001852

distance 0.294 · cross-district

#5 · Wardhacell 4980002079

distance 0.301 · cross-district

#6 · Nagpurcell 4840000820

distance 0.307 · cross-district

#7 · Jalgaoncell 4780003492

distance 0.309 · cross-district

#8 · Bhandaracell 4710002428

distance 0.314 · cross-district

#9 · Bhandaracell 4710001611

distance 0.314 · cross-district

#10 · Nagpurcell 4840003005

distance 0.316 · cross-district

#11 · Chandrapurcell 4730006840

distance 0.32

#12 · Nagpurcell 4840004840

distance 0.321 · cross-district

#13 · Washimcell 4990003857

distance 0.327 · cross-district

#14 · Yavatmalcell 5000003952

distance 0.329 · cross-district

#15 · Nagpurcell 4840001544

distance 0.331 · cross-district

#16 · Nagpurcell 4840000664

distance 0.334 · cross-district

#17 · Nagpurcell 4840006225

distance 0.335 · cross-district

#18 · Nagpurcell 4840006007

distance 0.339 · 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":4730008495}}}'

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.