Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006788

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

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006960

distance 0.176

#2 · Solapurcell 4960001287

distance 0.179 · cross-district

#3 · Ahmednagarcell 4660008098

distance 0.191 · cross-district

#4 · Sanglicell 4930004112

distance 0.195

#5 · Solapurcell 4960004056

distance 0.197 · cross-district

#6 · Sataracell 4940003575

distance 0.201 · cross-district

#7 · Solapurcell 4960000261

distance 0.202 · cross-district

#8 · Sanglicell 4930007140

distance 0.203

#9 · Solapurcell 4960001282

distance 0.205 · cross-district

#10 · Sanglicell 4930006991

distance 0.205

#11 · Solapurcell 4960000144

distance 0.206 · cross-district

#12 · Solapurcell 4960000187

distance 0.207 · cross-district

#13 · Ahmednagarcell 4660000373

distance 0.208 · cross-district

#14 · Ahmednagarcell 4660000237

distance 0.209 · cross-district

#15 · Punecell 4900008533

distance 0.21 · cross-district

#16 · Punecell 4900007864

distance 0.211 · cross-district

#17 · Solapurcell 4960001762

distance 0.211 · cross-district

#18 · Nashikcell 4870007055

distance 0.212 · 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":4930006788}}}'

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.