Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005017

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

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005686

distance 0.117

#2 · Punecell 4900006074

distance 0.143

#3 · Punecell 4900006199

distance 0.152

#4 · Punecell 4900005434

distance 0.155

#5 · Punecell 4900005681

distance 0.175

#6 · Punecell 4900005684

distance 0.182

#7 · Punecell 4900005949

distance 0.186

#8 · Punecell 4900005171

distance 0.19

#9 · Punecell 4900005291

distance 0.199

#10 · Punecell 4900007159

distance 0.203

#11 · Punecell 4900005687

distance 0.207

#12 · Punecell 4900004602

distance 0.21

#13 · Punecell 4900006075

distance 0.212

#14 · Punecell 4900006200

distance 0.214

#15 · Raigadcell 4910002714

distance 0.215 · cross-district

#16 · Punecell 4900005416

distance 0.215

#17 · Punecell 4900006310

distance 0.216

#18 · Punecell 4900005956

distance 0.219

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":4900005017}}}'

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.