Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000635

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

0.91

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 4900000440

distance 0.186

#2 · Punecell 4900000858

distance 0.213

#3 · Punecell 4900000441

distance 0.222

#4 · Punecell 4900000982

distance 0.227

#5 · Punecell 4900000455

distance 0.233

#6 · Punecell 4900000981

distance 0.237

#7 · Punecell 4900000634

distance 0.238

#8 · Punecell 4900000536

distance 0.251

#9 · Punecell 4900000449

distance 0.253

#10 · Punecell 4900000531

distance 0.255

#11 · Punecell 4900000984

distance 0.26

#12 · Sataracell 4940008454

distance 0.262 · cross-district

#13 · Punecell 4900000534

distance 0.274

#14 · Punecell 4900000983

distance 0.276

#15 · Punecell 4900000367

distance 0.279

#16 · Punecell 4900000987

distance 0.287

#17 · Punecell 4900000632

distance 0.288

#18 · Punecell 4900000443

distance 0.292

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":4900000635}}}'

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.