Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001329

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.019

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001776

distance 0.019

#2 · Bhandaracell 4710001568

distance 0.035

#3 · Bhandaracell 4710001831

distance 0.049

#4 · Bhandaracell 4710001281

distance 0.049

#5 · Bhandaracell 4710001376

distance 0.056

#6 · Bhandaracell 4710001291

distance 0.056

#7 · Bhandaracell 4710001374

distance 0.059

#8 · Bhandaracell 4710001830

distance 0.062

#9 · Bhandaracell 4710001290

distance 0.066

#10 · Bhandaracell 4710000998

distance 0.071

#11 · Bhandaracell 4710000856

distance 0.071

#12 · Bhandaracell 4710001338

distance 0.075

#13 · Bhandaracell 4710001882

distance 0.1

#14 · Bhandaracell 4710000088

distance 0.105

#15 · Gondiacell 4760001196

distance 0.108 · cross-district

#16 · Bhandaracell 4710001721

distance 0.113

#17 · Gondiacell 4760004141

distance 0.116 · cross-district

#18 · Bhandaracell 4710002267

distance 0.12

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":4710001329}}}'

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.