Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007989

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005514

distance 0.192

#2 · Punecell 4900002018

distance 0.217

#3 · Nashikcell 4870006439

distance 0.223 · cross-district

#4 · Punecell 4900009093

distance 0.228

#5 · Nashikcell 4870006744

distance 0.239 · cross-district

#6 · Sanglicell 4930007070

distance 0.245 · cross-district

#7 · Punecell 4900006534

distance 0.248

#8 · Nashikcell 4870004118

distance 0.249 · cross-district

#9 · Sanglicell 4930007112

distance 0.249 · cross-district

#10 · Solapurcell 4960011461

distance 0.25 · cross-district

#11 · Dharashivcell 4880003021

distance 0.254 · cross-district

#12 · Punecell 4900002175

distance 0.254

#13 · Ahmednagarcell 4660001512

distance 0.256 · cross-district

#14 · Ahmednagarcell 4660002709

distance 0.259 · cross-district

#15 · Nashikcell 4870007613

distance 0.259 · cross-district

#16 · Nashikcell 4870005426

distance 0.259 · cross-district

#17 · Nashikcell 4870006011

distance 0.26 · cross-district

#18 · Sanglicell 4930006981

distance 0.261 · 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":4900007989}}}'

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.