Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006839

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930007136

distance 0.177

#2 · Ahmednagarcell 4660003995

distance 0.234 · cross-district

#3 · Ahmednagarcell 4660001728

distance 0.237 · cross-district

#4 · Ahmednagarcell 4660012162

distance 0.247 · cross-district

#5 · Solapurcell 4960001633

distance 0.251 · cross-district

#6 · Ahmednagarcell 4660009066

distance 0.26 · cross-district

#7 · Solapurcell 4960007670

distance 0.261 · cross-district

#8 · Ahmednagarcell 4660002715

distance 0.263 · cross-district

#9 · Ahmednagarcell 4660007785

distance 0.266 · cross-district

#10 · Punecell 4900001054

distance 0.269 · cross-district

#11 · Solapurcell 4960007848

distance 0.269 · cross-district

#12 · Sataracell 4940007139

distance 0.271 · cross-district

#13 · Ahmednagarcell 4660010082

distance 0.273 · cross-district

#14 · Solapurcell 4960005564

distance 0.275 · cross-district

#15 · Ahmednagarcell 4660005446

distance 0.276 · cross-district

#16 · Solapurcell 4960003978

distance 0.277 · cross-district

#17 · Ahmednagarcell 4660002945

distance 0.278 · cross-district

#18 · Nashikcell 4870007193

distance 0.281 · 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":4930006839}}}'

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.