Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003244

The MH-36 locality cells most similar to this Bhandara 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 7 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.443

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008972

distance 0.443 · cross-district

#2 · Gondiacell 4760000770

distance 0.539 · cross-district

#3 · Nandurbarcell 4860004926

distance 0.586 · cross-district

#4 · Nandurbarcell 4860004927

distance 0.589 · cross-district

#5 · Nagpurcell 4840006619

distance 0.601 · cross-district

#6 · Chandrapurcell 4730008826

distance 0.602 · cross-district

#7 · Gondiacell 4760000711

distance 0.732 · cross-district

#8 · Nandedcell 4850002074

distance 0.736 · cross-district

#9 · Chandrapurcell 4730005770

distance 0.738 · cross-district

#10 · Chandrapurcell 4730005745

distance 0.739 · cross-district

#11 · Nagpurcell 4840008320

distance 0.756 · cross-district

#12 · Gadchirolicell 4750000036

distance 0.76 · cross-district

#13 · Gadchirolicell 4750000037

distance 0.761 · cross-district

#14 · Bhandaracell 4710003199

distance 0.766

#15 · Bhandaracell 4710003155

distance 0.773

#16 · Bhandaracell 4710003509

distance 0.803

#17 · Nagpurcell 4840006725

distance 0.805 · cross-district

#18 · Nagpurcell 4840001486

distance 0.823 · 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":471,"cluster_id":4710003244}}}'

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.