Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002115

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

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009281

distance 0.218

#2 · Punecell 4900004116

distance 0.231

#3 · Punecell 4900004254

distance 0.25

#4 · Punecell 4900003828

distance 0.257

#5 · Punecell 4900001657

distance 0.257

#6 · Sataracell 4940009000

distance 0.262 · cross-district

#7 · Punecell 4900003688

distance 0.267

#8 · Ahmednagarcell 4660003550

distance 0.269 · cross-district

#9 · Punecell 4900011942

distance 0.283

#10 · Punecell 4900004115

distance 0.284

#11 · Sataracell 4940008978

distance 0.29 · cross-district

#12 · Punecell 4900001795

distance 0.294

#13 · Sataracell 4940007456

distance 0.295 · cross-district

#14 · Punecell 4900008303

distance 0.295

#15 · Punecell 4900001956

distance 0.3

#16 · Punecell 4900002101

distance 0.306

#17 · Punecell 4900009186

distance 0.307

#18 · Ahmednagarcell 4660004389

distance 0.309 · 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":4900002115}}}'

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.