Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007108

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930007019

distance 0.155

#2 · Sanglicell 4930007080

distance 0.176

#3 · Ahmednagarcell 4660003213

distance 0.187 · cross-district

#4 · Sanglicell 4930007060

distance 0.188

#5 · Ahmednagarcell 4660001533

distance 0.19 · cross-district

#6 · Sanglicell 4930007079

distance 0.191

#7 · Sataracell 4940007798

distance 0.201 · cross-district

#8 · Sanglicell 4930007026

distance 0.204

#9 · Sataracell 4940007800

distance 0.205 · cross-district

#10 · Sanglicell 4930006972

distance 0.207

#11 · Sanglicell 4930004117

distance 0.211

#12 · Ahmednagarcell 4660007939

distance 0.211 · cross-district

#13 · Solapurcell 4960002530

distance 0.212 · cross-district

#14 · Ahmednagarcell 4660011508

distance 0.215 · cross-district

#15 · Sanglicell 4930007126

distance 0.216

#16 · Dharashivcell 4880003061

distance 0.219 · cross-district

#17 · Sataracell 4940008202

distance 0.22 · cross-district

#18 · Sanglicell 4930007161

distance 0.221

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":4930007108}}}'

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.