Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006240

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.339

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870004691

distance 0.339 · cross-district

#2 · Sataracell 4940007363

distance 0.348 · cross-district

#3 · Sanglicell 4930006032

distance 0.348

#4 · Sataracell 4940005011

distance 0.354 · cross-district

#5 · Nashikcell 4870005700

distance 0.355 · cross-district

#6 · Nashikcell 4870008916

distance 0.357 · cross-district

#7 · Ahmednagarcell 4660013121

distance 0.372 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690005989

distance 0.373 · cross-district

#9 · Parbhanicell 4890004692

distance 0.375 · cross-district

#10 · Solapurcell 4960006411

distance 0.381 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690003554

distance 0.381 · cross-district

#12 · Ahmednagarcell 4660003202

distance 0.381 · cross-district

#13 · Buldhanacell 4720007893

distance 0.385 · cross-district

#14 · Sataracell 4940000538

distance 0.386 · cross-district

#15 · Buldhanacell 4720007009

distance 0.392 · cross-district

#16 · Sataracell 4940002689

distance 0.393 · cross-district

#17 · Sanglicell 4930006917

distance 0.395

#18 · Ahmednagarcell 4660011670

distance 0.395 · 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":4930006240}}}'

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.