Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008148

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.416

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009139

distance 0.416

#2 · Punecell 4900008026

distance 0.513

#3 · Punecell 4900008583

distance 0.521

#4 · Punecell 4900008807

distance 0.535

#5 · Punecell 4900009017

distance 0.565

#6 · Punecell 4900007917

distance 0.571

#7 · Punecell 4900008467

distance 0.58

#8 · Punecell 4900007798

distance 0.583

#9 · Punecell 4900008246

distance 0.599

#10 · Punecell 4900009252

distance 0.6

#11 · Punecell 4900008038

distance 0.6

#12 · Punecell 4900006218

distance 0.604

#13 · Punecell 4900008909

distance 0.608

#14 · Punecell 4900008370

distance 0.611

#15 · Punecell 4900009413

distance 0.613

#16 · Punecell 4900008027

distance 0.613

#17 · Punecell 4900007693

distance 0.618

#18 · Punecell 4900008695

distance 0.621

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":4900008148}}}'

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.