Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006913

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006912

distance 0.122

#2 · Sataracell 4940002463

distance 0.193 · cross-district

#3 · Sanglicell 4930007056

distance 0.233

#4 · Sanglicell 4930004856

distance 0.242

#5 · Sataracell 4940007587

distance 0.249 · cross-district

#6 · Sataracell 4940002348

distance 0.253 · cross-district

#7 · Ahmednagarcell 4660002371

distance 0.254 · cross-district

#8 · Sataracell 4940002577

distance 0.254 · cross-district

#9 · Sataracell 4940002912

distance 0.255 · cross-district

#10 · Solapurcell 4960000234

distance 0.256 · cross-district

#11 · Sanglicell 4930006977

distance 0.262

#12 · Sataracell 4940004304

distance 0.263 · cross-district

#13 · Solapurcell 4960011336

distance 0.276 · cross-district

#14 · Dhulecell 4740000560

distance 0.282 · cross-district

#15 · Sataracell 4940002578

distance 0.282 · cross-district

#16 · Sataracell 4940003361

distance 0.282 · cross-district

#17 · Sanglicell 4930006914

distance 0.284

#18 · Sataracell 4940008106

distance 0.285 · 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":4930006913}}}'

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.