Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008441

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010488

distance 0.213

#2 · Punecell 4900010401

distance 0.229

#3 · Punecell 4900008442

distance 0.244

#4 · Punecell 4900008548

distance 0.251

#5 · Punecell 4900010412

distance 0.272

#6 · Punecell 4900010652

distance 0.278

#7 · Punecell 4900010653

distance 0.284

#8 · Punecell 4900010573

distance 0.286

#9 · Punecell 4900010150

distance 0.295

#10 · Punecell 4900007890

distance 0.302

#11 · Punecell 4900009727

distance 0.322

#12 · Punecell 4900012107

distance 0.326

#13 · Punecell 4900010655

distance 0.33

#14 · Punecell 4900008547

distance 0.331

#15 · Punecell 4900011309

distance 0.333

#16 · Punecell 4900009825

distance 0.338

#17 · Punecell 4900009726

distance 0.346

#18 · Punecell 4900010904

distance 0.347

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":4900008441}}}'

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.