Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009533

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008335

distance 0.188

#2 · Punecell 4900008558

distance 0.208

#3 · Punecell 4900009333

distance 0.213

#4 · Punecell 4900008447

distance 0.232

#5 · Punecell 4900009731

distance 0.233

#6 · Punecell 4900008446

distance 0.242

#7 · Punecell 4900008677

distance 0.259

#8 · Punecell 4900009113

distance 0.26

#9 · Punecell 4900009431

distance 0.266

#10 · Punecell 4900008785

distance 0.27

#11 · Punecell 4900008561

distance 0.272

#12 · Punecell 4900009321

distance 0.279

#13 · Punecell 4900008121

distance 0.288

#14 · Punecell 4900008881

distance 0.299

#15 · Punecell 4900008882

distance 0.302

#16 · Punecell 4900009219

distance 0.306

#17 · Punecell 4900008998

distance 0.307

#18 · Punecell 4900009320

distance 0.308

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":4900009533}}}'

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.