Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010409

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

0.89

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 4900011001

distance 0.213

#2 · Punecell 4900012038

distance 0.321

#3 · Punecell 4900008905

distance 0.336

#4 · Punecell 4900010310

distance 0.34

#5 · Punecell 4900008895

distance 0.344

#6 · Punecell 4900008892

distance 0.345

#7 · Punecell 4900011143

distance 0.355

#8 · Punecell 4900009736

distance 0.358

#9 · Punecell 4900008896

distance 0.362

#10 · Raigadcell 4910005664

distance 0.37 · cross-district

#11 · Punecell 4900010991

distance 0.386

#12 · Punecell 4900007770

distance 0.388

#13 · Punecell 4900011146

distance 0.395

#14 · Punecell 4900007895

distance 0.397

#15 · Punecell 4900011766

distance 0.398

#16 · Punecell 4900011156

distance 0.41

#17 · Punecell 4900007784

distance 0.41

#18 · Punecell 4900009837

distance 0.414

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":4900010409}}}'

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.