Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004281

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

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003181

distance 0.156

#2 · Punecell 4900001021

distance 0.186

#3 · Punecell 4900002887

distance 0.194

#4 · Punecell 4900003576

distance 0.199

#5 · Punecell 4900001144

distance 0.236

#6 · Punecell 4900004134

distance 0.238

#7 · Punecell 4900004403

distance 0.248

#8 · Punecell 4900004023

distance 0.249

#9 · Sataracell 4940007986

distance 0.258 · cross-district

#10 · Punecell 4900001290

distance 0.263

#11 · Punecell 4900006391

distance 0.273

#12 · Punecell 4900007503

distance 0.281

#13 · Punecell 4900000561

distance 0.284

#14 · Nashikcell 4870001017

distance 0.296 · cross-district

#15 · Punecell 4900005627

distance 0.301

#16 · Punecell 4900002896

distance 0.303

#17 · Punecell 4900003605

distance 0.305

#18 · Nashikcell 4870000357

distance 0.309 · 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":4900004281}}}'

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.