Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007727

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

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007602

distance 0.142

#2 · Punecell 4900007720

distance 0.169

#3 · Punecell 4900006741

distance 0.196

#4 · Punecell 4900006623

distance 0.198

#5 · Punecell 4900007135

distance 0.231

#6 · Punecell 4900007601

distance 0.236

#7 · Punecell 4900006019

distance 0.237

#8 · Punecell 4900007130

distance 0.244

#9 · Punecell 4900010727

distance 0.271

#10 · Sataracell 4940008807

distance 0.284 · cross-district

#11 · Punecell 4900007724

distance 0.294

#12 · Punecell 4900011349

distance 0.295

#13 · Punecell 4900007133

distance 0.296

#14 · Sataracell 4940008880

distance 0.301 · cross-district

#15 · Punecell 4900011208

distance 0.302

#16 · Punecell 4900007721

distance 0.305

#17 · Punecell 4900006740

distance 0.308

#18 · Punecell 4900007723

distance 0.309

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":4900007727}}}'

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.