Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005692

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.355

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004751

distance 0.355

#2 · Punecell 4900005943

distance 0.359

#3 · Punecell 4900006196

distance 0.361

#4 · Raigadcell 4910002864

distance 0.468 · cross-district

#5 · Punecell 4900004481

distance 0.491

#6 · Punecell 4900004752

distance 0.511

#7 · Punecell 4900010032

distance 0.512

#8 · Punecell 4900004905

distance 0.556

#9 · Punecell 4900008331

distance 0.578

#10 · Punecell 4900004893

distance 0.611

#11 · Punecell 4900001937

distance 0.625

#12 · Punecell 4900007045

distance 0.627

#13 · Punecell 4900004754

distance 0.637

#14 · Punecell 4900003511

distance 0.644

#15 · Punecell 4900006069

distance 0.658

#16 · Punecell 4900010658

distance 0.67

#17 · Punecell 4900007284

distance 0.671

#18 · Punecell 4900004896

distance 0.677

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":4900005692}}}'

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.