Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002884

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003298

distance 0.189

#2 · Punecell 4900003743

distance 0.198

#3 · Punecell 4900002591

distance 0.202

#4 · Punecell 4900005227

distance 0.214

#5 · Punecell 4900004020

distance 0.215

#6 · Punecell 4900003297

distance 0.216

#7 · Punecell 4900004576

distance 0.228

#8 · Punecell 4900004290

distance 0.231

#9 · Punecell 4900005089

distance 0.232

#10 · Ahmednagarcell 4660006456

distance 0.234 · cross-district

#11 · Punecell 4900001161

distance 0.238

#12 · Punecell 4900002130

distance 0.239

#13 · Ahmednagarcell 4660006717

distance 0.246 · cross-district

#14 · Punecell 4900005363

distance 0.248

#15 · Punecell 4900007362

distance 0.248

#16 · Sataracell 4940005165

distance 0.25 · cross-district

#17 · Punecell 4900002129

distance 0.253

#18 · Sataracell 4940004656

distance 0.253 · cross-district

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":4900002884}}}'

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.