Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003033

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003583

distance 0.203

#2 · Punecell 4900002610

distance 0.259

#3 · Punecell 4900003562

distance 0.262

#4 · Nashikcell 4870001120

distance 0.282 · cross-district

#5 · Punecell 4900003205

distance 0.298

#6 · Ahmednagarcell 4660007297

distance 0.299 · cross-district

#7 · Punecell 4900007488

distance 0.304

#8 · Punecell 4900002290

distance 0.307

#9 · Punecell 4900001977

distance 0.309

#10 · Punecell 4900003714

distance 0.311

#11 · Punecell 4900004003

distance 0.311

#12 · Punecell 4900002609

distance 0.317

#13 · Punecell 4900002134

distance 0.317

#14 · Punecell 4900004543

distance 0.318

#15 · Punecell 4900001676

distance 0.325

#16 · Punecell 4900003046

distance 0.329

#17 · Punecell 4900004556

distance 0.329

#18 · Punecell 4900002139

distance 0.329

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":4900003033}}}'

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.