Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001521

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004244

distance 0.173

#2 · Punecell 4900001796

distance 0.196

#3 · Punecell 4900001654

distance 0.203

#4 · Punecell 4900001523

distance 0.222

#5 · Punecell 4900009792

distance 0.225

#6 · Punecell 4900001956

distance 0.228

#7 · Punecell 4900004115

distance 0.234

#8 · Sataracell 4940008978

distance 0.236 · cross-district

#9 · Punecell 4900003827

distance 0.244

#10 · Punecell 4900004397

distance 0.249

#11 · Punecell 4900003558

distance 0.254

#12 · Punecell 4900001653

distance 0.255

#13 · Punecell 4900003682

distance 0.26

#14 · Punecell 4900003547

distance 0.266

#15 · Punecell 4900004390

distance 0.267

#16 · Punecell 4900004249

distance 0.273

#17 · Punecell 4900003688

distance 0.275

#18 · Sataracell 4940009000

distance 0.278 · 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":4900001521}}}'

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.