Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001638

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001370

distance 0.11

#2 · Punecell 4900001500

distance 0.129

#3 · Punecell 4900001366

distance 0.155

#4 · Punecell 4900001235

distance 0.174

#5 · Punecell 4900001777

distance 0.181

#6 · Punecell 4900001502

distance 0.189

#7 · Punecell 4900001369

distance 0.194

#8 · Raigadcell 4910001341

distance 0.227 · cross-district

#9 · Punecell 4900001496

distance 0.23

#10 · Punecell 4900002397

distance 0.234

#11 · Punecell 4900001637

distance 0.239

#12 · Punecell 4900001780

distance 0.24

#13 · Punecell 4900003796

distance 0.242

#14 · Punecell 4900004074

distance 0.25

#15 · Punecell 4900001503

distance 0.272

#16 · Punecell 4900003941

distance 0.275

#17 · Punecell 4900004211

distance 0.282

#18 · Punecell 4900003249

distance 0.282

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":4900001638}}}'

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.