Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007764

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

0.26

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008998

distance 0.26

#2 · Punecell 4900008882

distance 0.283

#3 · Punecell 4900008121

distance 0.292

#4 · Punecell 4900009431

distance 0.308

#5 · Punecell 4900008458

distance 0.314

#6 · Punecell 4900008558

distance 0.32

#7 · Punecell 4900010592

distance 0.322

#8 · Punecell 4900009333

distance 0.331

#9 · Punecell 4900008802

distance 0.332

#10 · Punecell 4900008777

distance 0.334

#11 · Punecell 4900008770

distance 0.338

#12 · Punecell 4900007880

distance 0.338

#13 · Punecell 4900008785

distance 0.345

#14 · Punecell 4900009425

distance 0.345

#15 · Punecell 4900007777

distance 0.345

#16 · Punecell 4900008112

distance 0.348

#17 · Punecell 4900008677

distance 0.349

#18 · Punecell 4900008919

distance 0.35

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":4900007764}}}'

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.