Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006278

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006076

distance 0.231

#2 · Sanglicell 4930004079

distance 0.25

#3 · Sanglicell 4930006284

distance 0.263

#4 · Buldhanacell 4720003863

distance 0.267 · cross-district

#5 · Sanglicell 4930006545

distance 0.271

#6 · Jalgaoncell 4780006388

distance 0.28 · cross-district

#7 · Solapurcell 4960000064

distance 0.281 · cross-district

#8 · Solapurcell 4960010209

distance 0.286 · cross-district

#9 · Sanglicell 4930004676

distance 0.29

#10 · Ahmednagarcell 4660004333

distance 0.293 · cross-district

#11 · Laturcell 4810003026

distance 0.296 · cross-district

#12 · Sanglicell 4930002729

distance 0.296

#13 · Kolhapurcell 4800003934

distance 0.297 · cross-district

#14 · Sanglicell 4930005727

distance 0.298

#15 · Sanglicell 4930002055

distance 0.299

#16 · Sanglicell 4930004265

distance 0.304

#17 · Nashikcell 4870006155

distance 0.304 · cross-district

#18 · Sanglicell 4930005111

distance 0.305

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":4930006278}}}'

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.