Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004633

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005704

distance 0.127

#2 · Punecell 4900005574

distance 0.187

#3 · Punecell 4900005705

distance 0.204

#4 · Punecell 4900004634

distance 0.216

#5 · Punecell 4900007429

distance 0.219

#6 · Punecell 4900004915

distance 0.236

#7 · Punecell 4900005833

distance 0.24

#8 · Punecell 4900005037

distance 0.262

#9 · Punecell 4900005038

distance 0.288

#10 · Punecell 4900005174

distance 0.293

#11 · Punecell 4900004916

distance 0.3

#12 · Punecell 4900006936

distance 0.308

#13 · Punecell 4900003790

distance 0.309

#14 · Punecell 4900005706

distance 0.309

#15 · Punecell 4900004772

distance 0.311

#16 · Punecell 4900005443

distance 0.32

#17 · Punecell 4900001501

distance 0.321

#18 · Punecell 4900001637

distance 0.322

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":4900004633}}}'

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.