Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012271

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013212

distance 0.189

#2 · Punecell 4900013000

distance 0.209

#3 · Punecell 4900012329

distance 0.212

#4 · Punecell 4900012953

distance 0.218

#5 · Punecell 4900013144

distance 0.219

#6 · Punecell 4900012615

distance 0.227

#7 · Punecell 4900012618

distance 0.227

#8 · Punecell 4900012616

distance 0.229

#9 · Punecell 4900012411

distance 0.241

#10 · Punecell 4900013063

distance 0.242

#11 · Punecell 4900013001

distance 0.247

#12 · Punecell 4900012323

distance 0.255

#13 · Punecell 4900012537

distance 0.257

#14 · Punecell 4900012988

distance 0.261

#15 · Punecell 4900013179

distance 0.263

#16 · Punecell 4900012951

distance 0.264

#17 · Punecell 4900012324

distance 0.265

#18 · Punecell 4900012610

distance 0.268

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":4900012271}}}'

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.