Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004359

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

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001232

distance 0.145

#2 · Punecell 4900002693

distance 0.148

#3 · Punecell 4900004352

distance 0.161

#4 · Punecell 4900001234

distance 0.184

#5 · Punecell 4900002546

distance 0.205

#6 · Punecell 4900004080

distance 0.209

#7 · Punecell 4900004215

distance 0.21

#8 · Punecell 4900004212

distance 0.214

#9 · Punecell 4900002833

distance 0.218

#10 · Punecell 4900002839

distance 0.219

#11 · Punecell 4900001499

distance 0.22

#12 · Punecell 4900004079

distance 0.224

#13 · Punecell 4900002398

distance 0.23

#14 · Punecell 4900003799

distance 0.232

#15 · Punecell 4900004221

distance 0.241

#16 · Punecell 4900001242

distance 0.242

#17 · Punecell 4900003805

distance 0.248

#18 · Punecell 4900002082

distance 0.251

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":4900004359}}}'

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.