Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006305

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.23

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006742

distance 0.23 · cross-district

#2 · Ahmednagarcell 4660000312

distance 0.236 · cross-district

#3 · Beedcell 4700009052

distance 0.245 · cross-district

#4 · Ahmednagarcell 4660000226

distance 0.252 · cross-district

#5 · Punecell 4900001625

distance 0.252

#6 · Beedcell 4700006745

distance 0.252 · cross-district

#7 · Solapurcell 4960011745

distance 0.26 · cross-district

#8 · Beedcell 4700003145

distance 0.261 · cross-district

#9 · Punecell 4900008542

distance 0.264

#10 · Punecell 4900002055

distance 0.267

#11 · Dharashivcell 4880003788

distance 0.272 · cross-district

#12 · Sanglicell 4930001598

distance 0.275 · cross-district

#13 · Punecell 4900002213

distance 0.276

#14 · Sanglicell 4930004128

distance 0.276 · cross-district

#15 · Punecell 4900009514

distance 0.276

#16 · Punecell 4900005801

distance 0.277

#17 · Beedcell 4700004516

distance 0.277 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000862

distance 0.286 · 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":4900006305}}}'

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.