Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000003

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

0.036

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000022

distance 0.036

#2 · Bhandaracell 4710000009

distance 0.036

#3 · Chandrapurcell 4730009727

distance 0.065 · cross-district

#4 · Bhandaracell 4710000051

distance 0.086

#5 · Chandrapurcell 4730009550

distance 0.087 · cross-district

#6 · Bhandaracell 4710000000

distance 0.11

#7 · Bhandaracell 4710000050

distance 0.111

#8 · Chandrapurcell 4730009493

distance 0.113 · cross-district

#9 · Bhandaracell 4710000019

distance 0.115

#10 · Bhandaracell 4710000028

distance 0.118

#11 · Bhandaracell 4710000004

distance 0.118

#12 · Chandrapurcell 4730009439

distance 0.12 · cross-district

#13 · Bhandaracell 4710000018

distance 0.123

#14 · Chandrapurcell 4730008580

distance 0.136 · cross-district

#15 · Chandrapurcell 4730009551

distance 0.138 · cross-district

#16 · Bhandaracell 4710000002

distance 0.147

#17 · Chandrapurcell 4730007450

distance 0.154 · cross-district

#18 · Chandrapurcell 4730007335

distance 0.155 · 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":4710000003}}}'

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.