Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001594

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003543

distance 0.169

#2 · Bhandaracell 4710001640

distance 0.173

#3 · Bhandaracell 4710001271

distance 0.178

#4 · Bhandaracell 4710002246

distance 0.178

#5 · Gondiacell 4760002146

distance 0.191 · cross-district

#6 · Bhandaracell 4710001923

distance 0.192

#7 · Bhandaracell 4710003516

distance 0.199

#8 · Bhandaracell 4710002298

distance 0.199

#9 · Gondiacell 4760003211

distance 0.202 · cross-district

#10 · Gondiacell 4760003043

distance 0.202 · cross-district

#11 · Bhandaracell 4710002245

distance 0.207

#12 · Bhandaracell 4710002087

distance 0.209

#13 · Bhandaracell 4710001507

distance 0.211

#14 · Wardhacell 4980002039

distance 0.211 · cross-district

#15 · Bhandaracell 4710001799

distance 0.213

#16 · Gondiacell 4760003952

distance 0.213 · cross-district

#17 · Gondiacell 4760002785

distance 0.213 · cross-district

#18 · Amravaticell 4680008663

distance 0.213 · 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":4710001594}}}'

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.