Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005806

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

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870006009

distance 0.15 · cross-district

#2 · Nashikcell 4870005729

distance 0.17 · cross-district

#3 · Nashikcell 4870005866

distance 0.181 · cross-district

#4 · Punecell 4900001903

distance 0.181

#5 · Nashikcell 4870005279

distance 0.189 · cross-district

#6 · Beedcell 4700002613

distance 0.194 · cross-district

#7 · Nashikcell 4870004146

distance 0.196 · cross-district

#8 · Sanglicell 4930006982

distance 0.196 · cross-district

#9 · Solapurcell 4960000901

distance 0.2 · cross-district

#10 · Nashikcell 4870004994

distance 0.201 · cross-district

#11 · Sanglicell 4930006926

distance 0.205 · cross-district

#12 · Ahmednagarcell 4660002182

distance 0.206 · cross-district

#13 · Punecell 4900004872

distance 0.207

#14 · Ahmednagarcell 4660002190

distance 0.207 · cross-district

#15 · Nashikcell 4870006765

distance 0.209 · cross-district

#16 · Nashikcell 4870003033

distance 0.21 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000971

distance 0.211 · cross-district

#18 · Nashikcell 4870005568

distance 0.211 · 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":4900005806}}}'

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.