Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003284

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003957

distance 0.232

#2 · Punecell 4900002561

distance 0.255

#3 · Punecell 4900002864

distance 0.255

#4 · Punecell 4900003012

distance 0.256

#5 · Punecell 4900003680

distance 0.26

#6 · Punecell 4900003678

distance 0.272

#7 · Punecell 4900002871

distance 0.277

#8 · Sataracell 4940008372

distance 0.28 · cross-district

#9 · Punecell 4900002723

distance 0.285

#10 · Punecell 4900003013

distance 0.292

#11 · Punecell 4900003150

distance 0.295

#12 · Punecell 4900001129

distance 0.297

#13 · Punecell 4900003152

distance 0.298

#14 · Punecell 4900003294

distance 0.303

#15 · Sataracell 4940008165

distance 0.304 · cross-district

#16 · Punecell 4900002569

distance 0.304

#17 · Punecell 4900002866

distance 0.306

#18 · Punecell 4900002717

distance 0.306

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":4900003284}}}'

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.