Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000014

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

0.017

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000058

distance 0.017

#2 · Bhandaracell 4710000027

distance 0.041

#3 · Bhandaracell 4710000026

distance 0.06

#4 · Chandrapurcell 4730009651

distance 0.066 · cross-district

#5 · Chandrapurcell 4730009692

distance 0.083 · cross-district

#6 · Bhandaracell 4710000008

distance 0.098

#7 · Bhandaracell 4710000013

distance 0.123

#8 · Chandrapurcell 4730009693

distance 0.137 · cross-district

#9 · Bhandaracell 4710000025

distance 0.149

#10 · Chandrapurcell 4730007334

distance 0.153 · cross-district

#11 · Chandrapurcell 4730009743

distance 0.16 · cross-district

#12 · Chandrapurcell 4730007451

distance 0.172 · cross-district

#13 · Chandrapurcell 4730007337

distance 0.173 · cross-district

#14 · Chandrapurcell 4730009727

distance 0.189 · cross-district

#15 · Bhandaracell 4710000024

distance 0.189

#16 · Chandrapurcell 4730009150

distance 0.199 · cross-district

#17 · Bhandaracell 4710000004

distance 0.205

#18 · Bhandaracell 4710000022

distance 0.206

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":4710000014}}}'

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.