Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005149

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005801

distance 0.168

#2 · Punecell 4900002951

distance 0.176

#3 · Punecell 4900005935

distance 0.183

#4 · Punecell 4900005928

distance 0.21

#5 · Punecell 4900001763

distance 0.218

#6 · Punecell 4900002960

distance 0.222

#7 · Ahmednagarcell 4660000097

distance 0.224 · cross-district

#8 · Solapurcell 4960011823

distance 0.233 · cross-district

#9 · Dharashivcell 4880003483

distance 0.236 · cross-district

#10 · Punecell 4900005015

distance 0.236

#11 · Chhatrapati Sambhajinagarcell 4690000800

distance 0.236 · cross-district

#12 · Punecell 4900002053

distance 0.237

#13 · Ahmednagarcell 4660000070

distance 0.239 · cross-district

#14 · Ahmednagarcell 4660001435

distance 0.24 · cross-district

#15 · Ahmednagarcell 4660003248

distance 0.242 · cross-district

#16 · Dharashivcell 4880000223

distance 0.245 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000726

distance 0.246 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000795

distance 0.248 · 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":4900005149}}}'

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.