Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007652

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 2 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004602

distance 0.174

#2 · Punecell 4900007414

distance 0.174

#3 · Punecell 4900005687

distance 0.181

#4 · Punecell 4900006546

distance 0.188

#5 · Punecell 4900007543

distance 0.2

#6 · Punecell 4900006199

distance 0.211

#7 · Raigadcell 4910002021

distance 0.216 · cross-district

#8 · Punecell 4900006426

distance 0.219

#9 · Punecell 4900005949

distance 0.228

#10 · Punecell 4900005681

distance 0.238

#11 · Raigadcell 4910001449

distance 0.239 · cross-district

#12 · Punecell 4900006313

distance 0.244

#13 · Punecell 4900005810

distance 0.247

#14 · Punecell 4900004878

distance 0.249

#15 · Punecell 4900006543

distance 0.253

#16 · Punecell 4900007159

distance 0.262

#17 · Punecell 4900005817

distance 0.265

#18 · Punecell 4900006545

distance 0.272

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":4900007652}}}'

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.