Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002489

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001820

distance 0.205

#2 · Sanglicell 4930001986

distance 0.267

#3 · Sanglicell 4930001230

distance 0.289

#4 · Sanglicell 4930002657

distance 0.289

#5 · Sanglicell 4930001502

distance 0.299

#6 · Ahmednagarcell 4660014184

distance 0.301 · cross-district

#7 · Nashikcell 4870009137

distance 0.315 · cross-district

#8 · Sanglicell 4930001231

distance 0.321

#9 · Kolhapurcell 4800006055

distance 0.323 · cross-district

#10 · Ahmednagarcell 4660012640

distance 0.324 · cross-district

#11 · Nandurbarcell 4860002586

distance 0.327 · cross-district

#12 · Nandurbarcell 4860002776

distance 0.33 · cross-district

#13 · Ahmednagarcell 4660014118

distance 0.331 · cross-district

#14 · Ahmednagarcell 4660014181

distance 0.332 · cross-district

#15 · Sanglicell 4930000996

distance 0.334

#16 · Nandurbarcell 4860002403

distance 0.334 · cross-district

#17 · Nandurbarcell 4860003156

distance 0.335 · cross-district

#18 · Ahmednagarcell 4660013730

distance 0.336 · 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":4930002489}}}'

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.