Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005516

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.21

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008877

distance 0.21

#2 · Punecell 4900003363

distance 0.237

#3 · Chhatrapati Sambhajinagarcell 4690003524

distance 0.268 · cross-district

#4 · Punecell 4900003494

distance 0.271

#5 · Punecell 4900003362

distance 0.281

#6 · Sanglicell 4930007058

distance 0.282 · cross-district

#7 · Punecell 4900003703

distance 0.287

#8 · Beedcell 4700006004

distance 0.297 · cross-district

#9 · Ahmednagarcell 4660002529

distance 0.299 · cross-district

#10 · Sataracell 4940005575

distance 0.301 · cross-district

#11 · Jalgaoncell 4780006687

distance 0.302 · cross-district

#12 · Jalnacell 4790001019

distance 0.306 · cross-district

#13 · Solapurcell 4960011536

distance 0.307 · cross-district

#14 · Sataracell 4940007294

distance 0.313 · cross-district

#15 · Solapurcell 4960011636

distance 0.315 · cross-district

#16 · Sataracell 4940005456

distance 0.315 · cross-district

#17 · Punecell 4900005384

distance 0.317

#18 · Solapurcell 4960011964

distance 0.317 · 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":4900005516}}}'

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.