Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006302

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 7 distinct districts

Index confidence

0.92

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 · Beedcell 4700002285

distance 0.176 · cross-district

#2 · Solapurcell 4960012127

distance 0.182 · cross-district

#3 · Punecell 4900003756

distance 0.188

#4 · Punecell 4900006535

distance 0.188

#5 · Punecell 4900006774

distance 0.19

#6 · Beedcell 4700007132

distance 0.19 · cross-district

#7 · Sanglicell 4930007087

distance 0.197 · cross-district

#8 · Jalgaoncell 4780008750

distance 0.198 · cross-district

#9 · Beedcell 4700003479

distance 0.199 · cross-district

#10 · Ahmednagarcell 4660000992

distance 0.201 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690000084

distance 0.202 · cross-district

#12 · Jalgaoncell 4780002554

distance 0.202 · cross-district

#13 · Punecell 4900001604

distance 0.205

#14 · Punecell 4900007151

distance 0.205

#15 · Jalgaoncell 4780006408

distance 0.206 · cross-district

#16 · Punecell 4900002177

distance 0.206

#17 · Ahmednagarcell 4660003172

distance 0.207 · cross-district

#18 · Ahmednagarcell 4660000840

distance 0.208 · 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":4900006302}}}'

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.