Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002371

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002068

distance 0.124

#2 · Punecell 4900002520

distance 0.138

#3 · Punecell 4900002221

distance 0.166

#4 · Punecell 4900002222

distance 0.189

#5 · Punecell 4900006542

distance 0.206

#6 · Punecell 4900002820

distance 0.207

#7 · Punecell 4900002670

distance 0.209

#8 · Punecell 4900006789

distance 0.211

#9 · Punecell 4900006320

distance 0.221

#10 · Raigadcell 4910001805

distance 0.223 · cross-district

#11 · Punecell 4900006931

distance 0.224

#12 · Punecell 4900002821

distance 0.229

#13 · Punecell 4900006930

distance 0.232

#14 · Punecell 4900006430

distance 0.234

#15 · Raigadcell 4910001861

distance 0.239 · cross-district

#16 · Punecell 4900002521

distance 0.242

#17 · Raigadcell 4910001562

distance 0.242 · cross-district

#18 · Punecell 4900007282

distance 0.243

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":4900002371}}}'

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.