Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001583

The MH-36 locality cells most similar to this Hingoli 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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.284

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002447

distance 0.284 · cross-district

#2 · Beedcell 4700009007

distance 0.286 · cross-district

#3 · Washimcell 4990001418

distance 0.299 · cross-district

#4 · Yavatmalcell 5000004816

distance 0.3 · cross-district

#5 · Parbhanicell 4890002606

distance 0.303 · cross-district

#6 · Hingolicell 4770003732

distance 0.303

#7 · Yavatmalcell 5000001114

distance 0.311 · cross-district

#8 · Nandedcell 4850000897

distance 0.318 · cross-district

#9 · Jalgaoncell 4780004601

distance 0.319 · cross-district

#10 · Hingolicell 4770003783

distance 0.319

#11 · Laturcell 4810005160

distance 0.323 · cross-district

#12 · Dharashivcell 4880006078

distance 0.328 · cross-district

#13 · Chandrapurcell 4730004423

distance 0.328 · cross-district

#14 · Washimcell 4990002108

distance 0.329 · cross-district

#15 · Ahmednagarcell 4660013179

distance 0.331 · cross-district

#16 · Yavatmalcell 5000001712

distance 0.331 · cross-district

#17 · Washimcell 4990002850

distance 0.332 · cross-district

#18 · Parbhanicell 4890004581

distance 0.333 · 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":477,"cluster_id":4770001583}}}'

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.