Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013071

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012556

distance 0.186

#2 · Punecell 4900012685

distance 0.214

#3 · Punecell 4900012330

distance 0.233

#4 · Punecell 4900012628

distance 0.247

#5 · Punecell 4900012265

distance 0.262

#6 · Punecell 4900012701

distance 0.266

#7 · Punecell 4900013137

distance 0.277

#8 · Punecell 4900012755

distance 0.277

#9 · Ahmednagarcell 4660008329

distance 0.291 · cross-district

#10 · Nashikcell 4870003961

distance 0.295 · cross-district

#11 · Punecell 4900012767

distance 0.297

#12 · Nashikcell 4870002078

distance 0.298 · cross-district

#13 · Punecell 4900012833

distance 0.302

#14 · Punecell 4900013039

distance 0.304

#15 · Punecell 4900012751

distance 0.308

#16 · Punecell 4900012336

distance 0.311

#17 · Sataracell 4940007542

distance 0.311 · cross-district

#18 · Nashikcell 4870001247

distance 0.313 · 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":4900013071}}}'

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.