Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001778

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.028

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001779

distance 0.028

#2 · Bhandaracell 4710001889

distance 0.065

#3 · Bhandaracell 4710001529

distance 0.081

#4 · Bhandaracell 4710001893

distance 0.09

#5 · Gondiacell 4760001043

distance 0.111 · cross-district

#6 · Bhandaracell 4710001995

distance 0.119

#7 · Bhandaracell 4710001619

distance 0.119

#8 · Gondiacell 4760001417

distance 0.125 · cross-district

#9 · Bhandaracell 4710003198

distance 0.125

#10 · Bhandaracell 4710001832

distance 0.125

#11 · Gondiacell 4760001486

distance 0.128 · cross-district

#12 · Gondiacell 4760001782

distance 0.13 · cross-district

#13 · Bhandaracell 4710001194

distance 0.131

#14 · Gondiacell 4760001103

distance 0.131 · cross-district

#15 · Gondiacell 4760001237

distance 0.134 · cross-district

#16 · Bhandaracell 4710001524

distance 0.137

#17 · Chandrapurcell 4730009630

distance 0.137 · cross-district

#18 · Gondiacell 4760004319

distance 0.137 · 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":4710001778}}}'

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.