Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009340

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

0.87

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.649

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008681

distance 0.649

#2 · Punecell 4900009458

distance 0.654

#3 · Punecell 4900009457

distance 0.668

#4 · Punecell 4900009341

distance 0.712

#5 · Punecell 4900008358

distance 0.716

#6 · Punecell 4900009443

distance 0.719

#7 · Punecell 4900009131

distance 0.726

#8 · Punecell 4900007794

distance 0.74

#9 · Punecell 4900009639

distance 0.755

#10 · Punecell 4900009243

distance 0.778

#11 · Punecell 4900009331

distance 0.8

#12 · Punecell 4900007911

distance 0.827

#13 · Punecell 4900008913

distance 0.835

#14 · Punecell 4900006335

distance 0.835

#15 · Punecell 4900008591

distance 0.844

#16 · Punecell 4900009546

distance 0.845

#17 · Punecell 4900008680

distance 0.845

#18 · Punecell 4900008916

distance 0.856

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":4900009340}}}'

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.