Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004722

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005476

distance 0.179

#2 · Solapurcell 4960000978

distance 0.181 · cross-district

#3 · Solapurcell 4960000650

distance 0.189 · cross-district

#4 · Solapurcell 4960000809

distance 0.201 · cross-district

#5 · Dharashivcell 4880004085

distance 0.211 · cross-district

#6 · Solapurcell 4960005312

distance 0.212 · cross-district

#7 · Solapurcell 4960008201

distance 0.212 · cross-district

#8 · Sanglicell 4930001206

distance 0.212

#9 · Solapurcell 4960009501

distance 0.213 · cross-district

#10 · Solapurcell 4960008558

distance 0.214 · cross-district

#11 · Solapurcell 4960000469

distance 0.214 · cross-district

#12 · Solapurcell 4960002567

distance 0.215 · cross-district

#13 · Sanglicell 4930005256

distance 0.218

#14 · Solapurcell 4960012266

distance 0.219 · cross-district

#15 · Solapurcell 4960002267

distance 0.22 · cross-district

#16 · Solapurcell 4960000665

distance 0.22 · cross-district

#17 · Solapurcell 4960005464

distance 0.221 · cross-district

#18 · Buldhanacell 4720004652

distance 0.222 · 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":4930004722}}}'

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.