Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009195

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

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009302

distance 0.194

#2 · Punecell 4900012081

distance 0.236

#3 · Punecell 4900011683

distance 0.25

#4 · Ahmednagarcell 4660004295

distance 0.271 · cross-district

#5 · Punecell 4900008198

distance 0.278

#6 · Punecell 4900012213

distance 0.292

#7 · Punecell 4900004946

distance 0.294

#8 · Punecell 4900001801

distance 0.304

#9 · Punecell 4900008295

distance 0.315

#10 · Ahmednagarcell 4660005186

distance 0.315 · cross-district

#11 · Punecell 4900004119

distance 0.319

#12 · Punecell 4900008846

distance 0.325

#13 · Ahmednagarcell 4660005298

distance 0.33 · cross-district

#14 · Punecell 4900006403

distance 0.333

#15 · Sataracell 4940008998

distance 0.342 · cross-district

#16 · Punecell 4900009060

distance 0.347

#17 · Punecell 4900005077

distance 0.348

#18 · Punecell 4900005224

distance 0.35

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":4900009195}}}'

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.