Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001126

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001671

distance 0.192

#2 · Bhandaracell 4710001239

distance 0.21

#3 · Nagpurcell 4840000146

distance 0.211 · cross-district

#4 · Gondiacell 4760001036

distance 0.212 · cross-district

#5 · Nagpurcell 4840001222

distance 0.216 · cross-district

#6 · Gondiacell 4760000979

distance 0.216 · cross-district

#7 · Bhandaracell 4710001468

distance 0.217

#8 · Wardhacell 4980002709

distance 0.222 · cross-district

#9 · Bhandaracell 4710001431

distance 0.223

#10 · Wardhacell 4980002417

distance 0.225 · cross-district

#11 · Gondiacell 4760001598

distance 0.227 · cross-district

#12 · Chandrapurcell 4730003294

distance 0.228 · cross-district

#13 · Gondiacell 4760001094

distance 0.23 · cross-district

#14 · Gondiacell 4760002863

distance 0.23 · cross-district

#15 · Gondiacell 4760000862

distance 0.233 · cross-district

#16 · Nagpurcell 4840002744

distance 0.234 · cross-district

#17 · Bhandaracell 4710001998

distance 0.234

#18 · Gondiacell 4760003795

distance 0.234 · 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":4710001126}}}'

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.