Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012787

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

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012852

distance 0.146

#2 · Punecell 4900005360

distance 0.16

#3 · Punecell 4900012853

distance 0.17

#4 · Punecell 4900012358

distance 0.175

#5 · Punecell 4900005765

distance 0.191

#6 · Punecell 4900012359

distance 0.194

#7 · Punecell 4900012915

distance 0.2

#8 · Punecell 4900005495

distance 0.2

#9 · Punecell 4900012851

distance 0.209

#10 · Ahmednagarcell 4660006590

distance 0.221 · cross-district

#11 · Punecell 4900012715

distance 0.224

#12 · Punecell 4900012711

distance 0.227

#13 · Ahmednagarcell 4660007009

distance 0.228 · cross-district

#14 · Punecell 4900012777

distance 0.228

#15 · Punecell 4900005240

distance 0.23

#16 · Punecell 4900012785

distance 0.23

#17 · Punecell 4900004810

distance 0.232

#18 · Sataracell 4940008291

distance 0.232 · 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":4900012787}}}'

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.