Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007479

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

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006384

distance 0.196

#2 · Punecell 4900006760

distance 0.221

#3 · Punecell 4900006151

distance 0.237

#4 · Punecell 4900007234

distance 0.256

#5 · Punecell 4900006144

distance 0.257

#6 · Punecell 4900007239

distance 0.258

#7 · Punecell 4900006385

distance 0.26

#8 · Punecell 4900005487

distance 0.271

#9 · Punecell 4900005881

distance 0.28

#10 · Punecell 4900012772

distance 0.28

#11 · Ahmednagarcell 4660010349

distance 0.29 · cross-district

#12 · Punecell 4900002880

distance 0.293

#13 · Nashikcell 4870003634

distance 0.295 · cross-district

#14 · Punecell 4900005754

distance 0.299

#15 · Punecell 4900003599

distance 0.308

#16 · Punecell 4900006009

distance 0.308

#17 · Punecell 4900006276

distance 0.313

#18 · Sataracell 4940008709

distance 0.314 · 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":4900007479}}}'

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.