Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004154

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

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004014

distance 0.101

#2 · Punecell 4900001719

distance 0.102

#3 · Punecell 4900004155

distance 0.127

#4 · Punecell 4900003878

distance 0.138

#5 · Punecell 4900002476

distance 0.168

#6 · Punecell 4900004305

distance 0.171

#7 · Punecell 4900002907

distance 0.171

#8 · Punecell 4900003346

distance 0.171

#9 · Punecell 4900002458

distance 0.174

#10 · Sanglicell 4930007202

distance 0.176 · cross-district

#11 · Punecell 4900003597

distance 0.179

#12 · Punecell 4900002297

distance 0.179

#13 · Punecell 4900003737

distance 0.187

#14 · Punecell 4900002917

distance 0.19

#15 · Punecell 4900003343

distance 0.19

#16 · Punecell 4900001720

distance 0.19

#17 · Punecell 4900003608

distance 0.191

#18 · Punecell 4900003462

distance 0.195

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":4900004154}}}'

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.