Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000834

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

0.272

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000221

distance 0.272

#2 · Punecell 4900000266

distance 0.272

#3 · Punecell 4900003171

distance 0.274

#4 · Punecell 4900002043

distance 0.276

#5 · Solapurcell 4960008389

distance 0.279 · cross-district

#6 · Punecell 4900003220

distance 0.28

#7 · Nashikcell 4870004105

distance 0.282 · cross-district

#8 · Punecell 4900000223

distance 0.288

#9 · Punecell 4900003908

distance 0.291

#10 · Punecell 4900000042

distance 0.296

#11 · Punecell 4900000124

distance 0.298

#12 · Sataracell 4940008616

distance 0.305 · cross-district

#13 · Punecell 4900000389

distance 0.306

#14 · Nashikcell 4870005259

distance 0.307 · cross-district

#15 · Punecell 4900000957

distance 0.307

#16 · Punecell 4900000021

distance 0.307

#17 · Punecell 4900000264

distance 0.308

#18 · Sanglicell 4930004197

distance 0.308 · 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":4900000834}}}'

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.