Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012303

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

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012302

distance 0.218

#2 · Punecell 4900012232

distance 0.271

#3 · Punecell 4900013300

distance 0.296

#4 · Punecell 4900000532

distance 0.301

#5 · Punecell 4900013154

distance 0.307

#6 · Punecell 4900012233

distance 0.315

#7 · Punecell 4900012236

distance 0.318

#8 · Punecell 4900013122

distance 0.322

#9 · Punecell 4900012301

distance 0.329

#10 · Sataracell 4940001385

distance 0.335 · cross-district

#11 · Sataracell 4940001462

distance 0.335 · cross-district

#12 · Punecell 4900000633

distance 0.339

#13 · Punecell 4900012304

distance 0.346

#14 · Punecell 4900012237

distance 0.348

#15 · Sataracell 4940003956

distance 0.352 · cross-district

#16 · Sataracell 4940002031

distance 0.353 · cross-district

#17 · Sataracell 4940002030

distance 0.357 · cross-district

#18 · Punecell 4900000744

distance 0.359

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":4900012303}}}'

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.