Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006902

The MH-36 locality cells most similar to this Pune 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.065

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007640

distance 0.065

#2 · Punecell 4900007150

distance 0.107

#3 · Punecell 4900006293

distance 0.153

#4 · Punecell 4900007146

distance 0.154

#5 · Punecell 4900007011

distance 0.17

#6 · Punecell 4900002172

distance 0.18

#7 · Punecell 4900006901

distance 0.184

#8 · Solapurcell 4960012125

distance 0.186 · cross-district

#9 · Punecell 4900007746

distance 0.191

#10 · Ahmednagarcell 4660003412

distance 0.202 · cross-district

#11 · Ahmednagarcell 4660000451

distance 0.205 · cross-district

#12 · Ahmednagarcell 4660001424

distance 0.205 · cross-district

#13 · Punecell 4900007875

distance 0.205

#14 · Ahmednagarcell 4660002259

distance 0.206 · cross-district

#15 · Beedcell 4700005781

distance 0.206 · cross-district

#16 · Punecell 4900007018

distance 0.206

#17 · Beedcell 4700005041

distance 0.206 · cross-district

#18 · Ahmednagarcell 4660001233

distance 0.207 · 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":490,"cluster_id":4900006902}}}'

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.