Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009056

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 1 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009163

distance 0.202

#2 · Punecell 4900009057

distance 0.239

#3 · Punecell 4900010355

distance 0.255

#4 · Punecell 4900008818

distance 0.266

#5 · Punecell 4900008162

distance 0.266

#6 · Punecell 4900010277

distance 0.271

#7 · Punecell 4900008607

distance 0.286

#8 · Punecell 4900010269

distance 0.293

#9 · Punecell 4900012138

distance 0.293

#10 · Punecell 4900009379

distance 0.299

#11 · Punecell 4900010523

distance 0.303

#12 · Punecell 4900009162

distance 0.304

#13 · Punecell 4900008490

distance 0.309

#14 · Punecell 4900006486

distance 0.315

#15 · Punecell 4900009373

distance 0.317

#16 · Punecell 4900009158

distance 0.319

#17 · Punecell 4900009566

distance 0.324

#18 · Punecell 4900009170

distance 0.325

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":4900009056}}}'

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.