Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002819

The MH-36 locality cells most similar to this Sangli 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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.331

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870008379

distance 0.331 · cross-district

#2 · Nashikcell 4870012432

distance 0.339 · cross-district

#3 · Nashikcell 4870013236

distance 0.341 · cross-district

#4 · Nashikcell 4870008387

distance 0.356 · cross-district

#5 · Nashikcell 4870012311

distance 0.363 · cross-district

#6 · Nashikcell 4870013226

distance 0.365 · cross-district

#7 · Chandrapurcell 4730000200

distance 0.369 · cross-district

#8 · Nashikcell 4870012418

distance 0.37 · cross-district

#9 · Nashikcell 4870012747

distance 0.372 · cross-district

#10 · Nashikcell 4870006575

distance 0.373 · cross-district

#11 · Nashikcell 4870012950

distance 0.375 · cross-district

#12 · Nashikcell 4870012745

distance 0.376 · cross-district

#13 · Nashikcell 4870011800

distance 0.378 · cross-district

#14 · Nashikcell 4870012589

distance 0.381 · cross-district

#15 · Nashikcell 4870012123

distance 0.384 · cross-district

#16 · Ahmednagarcell 4660010354

distance 0.384 · cross-district

#17 · Nashikcell 4870008521

distance 0.388 · cross-district

#18 · Nashikcell 4870008226

distance 0.389 · 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":493,"cluster_id":4930002819}}}'

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.