Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005097

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007238

distance 0.158

#2 · Punecell 4900006029

distance 0.211

#3 · Punecell 4900003982

distance 0.213

#4 · Punecell 4900006403

distance 0.228

#5 · Punecell 4900012646

distance 0.241

#6 · Punecell 4900007486

distance 0.259

#7 · Punecell 4900011683

distance 0.289

#8 · Punecell 4900007487

distance 0.29

#9 · Punecell 4900008198

distance 0.295

#10 · Punecell 4900004976

distance 0.296

#11 · Punecell 4900009302

distance 0.301

#12 · Solapurcell 4960007530

distance 0.306 · cross-district

#13 · Sanglicell 4930007067

distance 0.312 · cross-district

#14 · Punecell 4900004119

distance 0.313

#15 · Punecell 4900012213

distance 0.313

#16 · Ahmednagarcell 4660010514

distance 0.316 · cross-district

#17 · Punecell 4900001836

distance 0.317

#18 · Nashikcell 4870000843

distance 0.317 · 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":4900005097}}}'

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.