Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007025

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

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002012

distance 0.181 · cross-district

#2 · Sataracell 4940005286

distance 0.196 · cross-district

#3 · Laturcell 4810000092

distance 0.202 · cross-district

#4 · Nashikcell 4870001405

distance 0.206 · cross-district

#5 · Nashikcell 4870001588

distance 0.21 · cross-district

#6 · Sataracell 4940003813

distance 0.211 · cross-district

#7 · Solapurcell 4960001664

distance 0.216 · cross-district

#8 · Sanglicell 4930006994

distance 0.222

#9 · Sanglicell 4930006984

distance 0.229

#10 · Punecell 4900002008

distance 0.231 · cross-district

#11 · Sataracell 4940002686

distance 0.233 · cross-district

#12 · Sanglicell 4930004733

distance 0.235

#13 · Nashikcell 4870000604

distance 0.237 · cross-district

#14 · Nashikcell 4870001861

distance 0.237 · cross-district

#15 · Sanglicell 4930006892

distance 0.237

#16 · Sataracell 4940003832

distance 0.238 · cross-district

#17 · Nashikcell 4870000759

distance 0.239 · cross-district

#18 · Sataracell 4940005039

distance 0.241 · 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":4930007025}}}'

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.