Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001779

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 2 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 4710001778

distance 0.028

#2 · Bhandaracell 4710001529

distance 0.067

#3 · Bhandaracell 4710001889

distance 0.072

#4 · Bhandaracell 4710001893

distance 0.082

#5 · Gondiacell 4760001043

distance 0.098 · cross-district

#6 · Bhandaracell 4710001619

distance 0.1

#7 · Gondiacell 4760001417

distance 0.111 · cross-district

#8 · Gondiacell 4760001486

distance 0.115 · cross-district

#9 · Gondiacell 4760001103

distance 0.115 · cross-district

#10 · Bhandaracell 4710001995

distance 0.12

#11 · Bhandaracell 4710003198

distance 0.127

#12 · Bhandaracell 4710001524

distance 0.129

#13 · Gondiacell 4760001237

distance 0.13 · cross-district

#14 · Gondiacell 4760000871

distance 0.132 · cross-district

#15 · Bhandaracell 4710002004

distance 0.132

#16 · Bhandaracell 4710001194

distance 0.133

#17 · Bhandaracell 4710001832

distance 0.133

#18 · Gondiacell 4760001782

distance 0.134 · 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":4710001779}}}'

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.