Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006038

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

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960008090

distance 0.205 · cross-district

#2 · Solapurcell 4960007966

distance 0.214 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690001688

distance 0.24 · cross-district

#4 · Nashikcell 4870003701

distance 0.253 · cross-district

#5 · Ahmednagarcell 4660003438

distance 0.26 · cross-district

#6 · Punecell 4900004451

distance 0.265 · cross-district

#7 · Sanglicell 4930001126

distance 0.278

#8 · Solapurcell 4960003977

distance 0.28 · cross-district

#9 · Punecell 4900000719

distance 0.29 · cross-district

#10 · Solapurcell 4960008304

distance 0.29 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690001687

distance 0.295 · cross-district

#12 · Ahmednagarcell 4660003498

distance 0.298 · cross-district

#13 · Punecell 4900000932

distance 0.301 · cross-district

#14 · Punecell 4900003601

distance 0.301 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690005235

distance 0.302 · cross-district

#16 · Punecell 4900000706

distance 0.303 · cross-district

#17 · Nashikcell 4870004996

distance 0.303 · cross-district

#18 · Nashikcell 4870004412

distance 0.304 · 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":4930006038}}}'

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.