Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008805

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008125

distance 0.192

#2 · Punecell 4900010328

distance 0.201

#3 · Punecell 4900010245

distance 0.207

#4 · Punecell 4900009944

distance 0.211

#5 · Punecell 4900009334

distance 0.224

#6 · Punecell 4900010161

distance 0.23

#7 · Punecell 4900008237

distance 0.241

#8 · Punecell 4900010757

distance 0.257

#9 · Punecell 4900009663

distance 0.257

#10 · Punecell 4900010329

distance 0.262

#11 · Punecell 4900010775

distance 0.266

#12 · Punecell 4900010068

distance 0.268

#13 · Punecell 4900009864

distance 0.273

#14 · Punecell 4900010142

distance 0.278

#15 · Punecell 4900009763

distance 0.28

#16 · Punecell 4900010677

distance 0.282

#17 · Punecell 4900009562

distance 0.285

#18 · Punecell 4900010501

distance 0.285

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":4900008805}}}'

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.