Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003155

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.431

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003199

distance 0.431

#2 · Chandrapurcell 4730008826

distance 0.758 · cross-district

#3 · Bhandaracell 4710003244

distance 0.773

#4 · Nandurbarcell 4860004926

distance 0.836 · cross-district

#5 · Nandurbarcell 4860005052

distance 0.839 · cross-district

#6 · Chandrapurcell 4730005638

distance 0.875 · cross-district

#7 · Laturcell 4810005715

distance 0.881 · cross-district

#8 · Bhandaracell 4710003509

distance 0.887

#9 · Bhandaracell 4710002852

distance 0.916

#10 · Nandedcell 4850002074

distance 0.919 · cross-district

#11 · Nandurbarcell 4860005050

distance 0.926 · cross-district

#12 · Nandurbarcell 4860005142

distance 0.976 · cross-district

#13 · Nandurbarcell 4860004975

distance 0.98 · cross-district

#14 · Chandrapurcell 4730005770

distance 0.991 · cross-district

#15 · Nagpurcell 4840000915

distance 0.993 · cross-district

#16 · Chandrapurcell 4730008972

distance 0.994 · cross-district

#17 · Nandurbarcell 4860004927

distance 0.997 · cross-district

#18 · Gadchirolicell 4750000036

distance 1.012 · 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":4710003155}}}'

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.