Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002912

The MH-36 locality cells most similar to this Dharashiv 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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.304

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002767

distance 0.304 · cross-district

#2 · Dhulecell 4740000948

distance 0.344 · cross-district

#3 · Laturcell 4810000624

distance 0.345 · cross-district

#4 · Solapurcell 4960006046

distance 0.346 · cross-district

#5 · Solapurcell 4960011722

distance 0.352 · cross-district

#6 · Solapurcell 4960002615

distance 0.361 · cross-district

#7 · Solapurcell 4960010751

distance 0.371 · cross-district

#8 · Dharashivcell 4880002881

distance 0.372

#9 · Dharashivcell 4880003630

distance 0.375

#10 · Sanglicell 4930003108

distance 0.375 · cross-district

#11 · Sanglicell 4930000101

distance 0.376 · cross-district

#12 · Laturcell 4810000573

distance 0.379 · cross-district

#13 · Dharashivcell 4880003325

distance 0.381

#14 · Beedcell 4700004279

distance 0.383 · cross-district

#15 · Ahmednagarcell 4660000913

distance 0.385 · cross-district

#16 · Dharashivcell 4880003635

distance 0.389

#17 · Solapurcell 4960001705

distance 0.391 · cross-district

#18 · Nashikcell 4870007535

distance 0.392 · cross-district

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":488,"cluster_id":4880002912}}}'

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.