Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000310

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

0.072

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000265

distance 0.072

#2 · Bhandaracell 4710000058

distance 0.082

#3 · Bhandaracell 4710000173

distance 0.084

#4 · Bhandaracell 4710000135

distance 0.089

#5 · Bhandaracell 4710000027

distance 0.09

#6 · Bhandaracell 4710000026

distance 0.098

#7 · Bhandaracell 4710000263

distance 0.1

#8 · Bhandaracell 4710000092

distance 0.104

#9 · Chandrapurcell 4730009692

distance 0.109 · cross-district

#10 · Bhandaracell 4710000178

distance 0.113

#11 · Bhandaracell 4710000091

distance 0.116

#12 · Bhandaracell 4710000266

distance 0.132

#13 · Chandrapurcell 4730009727

distance 0.134 · cross-district

#14 · Bhandaracell 4710000220

distance 0.14

#15 · Chandrapurcell 4730009743

distance 0.154 · cross-district

#16 · Bhandaracell 4710000216

distance 0.156

#17 · Chandrapurcell 4730009693

distance 0.159 · cross-district

#18 · Bhandaracell 4710000025

distance 0.179

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":4710000310}}}'

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.