Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012241

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

0.267

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012304

distance 0.267

#2 · Punecell 4900012301

distance 0.29

#3 · Punecell 4900012237

distance 0.358

#4 · Sataracell 4940005317

distance 0.371 · cross-district

#5 · Sataracell 4940004929

distance 0.374 · cross-district

#6 · Punecell 4900012300

distance 0.396

#7 · Sataracell 4940000794

distance 0.401 · cross-district

#8 · Punecell 4900012302

distance 0.405

#9 · Punecell 4900012231

distance 0.411

#10 · Sataracell 4940007833

distance 0.414 · cross-district

#11 · Punecell 4900000859

distance 0.424

#12 · Punecell 4900013079

distance 0.426

#13 · Punecell 4900013154

distance 0.43

#14 · Punecell 4900012240

distance 0.433

#15 · Punecell 4900012306

distance 0.452

#16 · Sataracell 4940000795

distance 0.457 · cross-district

#17 · Punecell 4900013344

distance 0.457

#18 · Punecell 4900013113

distance 0.479

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":4900012241}}}'

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.