Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003494

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.247

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008877

distance 0.247

#2 · Solapurcell 4960011636

distance 0.253 · cross-district

#3 · Sanglicell 4930007058

distance 0.259 · cross-district

#4 · Punecell 4900005516

distance 0.271

#5 · Ahmednagarcell 4660000003

distance 0.271 · cross-district

#6 · Solapurcell 4960011964

distance 0.28 · cross-district

#7 · Beedcell 4700001734

distance 0.284 · cross-district

#8 · Sataracell 4940003483

distance 0.286 · cross-district

#9 · Punecell 4900003091

distance 0.286

#10 · Solapurcell 4960011969

distance 0.286 · cross-district

#11 · Ahmednagarcell 4660002129

distance 0.287 · cross-district

#12 · Nashikcell 4870010331

distance 0.287 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000862

distance 0.292 · cross-district

#14 · Sataracell 4940007790

distance 0.294 · cross-district

#15 · Nagpurcell 4840006877

distance 0.295 · cross-district

#16 · Dhulecell 4740004716

distance 0.295 · cross-district

#17 · Dharashivcell 4880000739

distance 0.297 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690004613

distance 0.298 · 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":4900003494}}}'

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.