Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005515

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

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005401

distance 0.188

#2 · Solapurcell 4960003301

distance 0.189 · cross-district

#3 · Solapurcell 4960002069

distance 0.209 · cross-district

#4 · Sanglicell 4930002129

distance 0.231

#5 · Sanglicell 4930003845

distance 0.237

#6 · Solapurcell 4960012341

distance 0.251 · cross-district

#7 · Sanglicell 4930005402

distance 0.252

#8 · Laturcell 4810001280

distance 0.258 · cross-district

#9 · Dhulecell 4740001989

distance 0.259 · cross-district

#10 · Sanglicell 4930004002

distance 0.259

#11 · Buldhanacell 4720003117

distance 0.263 · cross-district

#12 · Solapurcell 4960004291

distance 0.263 · cross-district

#13 · Ahmednagarcell 4660002331

distance 0.263 · cross-district

#14 · Jalnacell 4790003214

distance 0.269 · cross-district

#15 · Sanglicell 4930003814

distance 0.269

#16 · Solapurcell 4960005643

distance 0.27 · cross-district

#17 · Solapurcell 4960005501

distance 0.27 · cross-district

#18 · Dharashivcell 4880004178

distance 0.272 · 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":4930005515}}}'

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.