Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005496

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000892

distance 0.211 · cross-district

#2 · Nandedcell 4850004928

distance 0.272 · cross-district

#3 · Laturcell 4810002917

distance 0.273 · cross-district

#4 · Nandedcell 4850004463

distance 0.28 · cross-district

#5 · Laturcell 4810002664

distance 0.287 · cross-district

#6 · Dhulecell 4740001577

distance 0.295 · cross-district

#7 · Laturcell 4810000471

distance 0.303 · cross-district

#8 · Solapurcell 4960005349

distance 0.308 · cross-district

#9 · Laturcell 4810002226

distance 0.313 · cross-district

#10 · Dharashivcell 4880002878

distance 0.319 · cross-district

#11 · Dharashivcell 4880004351

distance 0.322 · cross-district

#12 · Laturcell 4810003066

distance 0.323 · cross-district

#13 · Nashikcell 4870012348

distance 0.326 · cross-district

#14 · Solapurcell 4960006311

distance 0.329 · cross-district

#15 · Ahmednagarcell 4660006787

distance 0.33 · cross-district

#16 · Laturcell 4810002672

distance 0.334 · cross-district

#17 · Beedcell 4700005601

distance 0.334 · cross-district

#18 · Beedcell 4700008746

distance 0.338 · 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":4930005496}}}'

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.