Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000969

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.234

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001212

distance 0.234

#2 · Hingolicell 4770001213

distance 0.236

#3 · Hingolicell 4770003300

distance 0.283

#4 · Hingolicell 4770001330

distance 0.292

#5 · Parbhanicell 4890002540

distance 0.295 · cross-district

#6 · Hingolicell 4770001216

distance 0.308

#7 · Parbhanicell 4890002380

distance 0.32 · cross-district

#8 · Parbhanicell 4890002701

distance 0.325 · cross-district

#9 · Hingolicell 4770001507

distance 0.325

#10 · Akolacell 4670004443

distance 0.328 · cross-district

#11 · Hingolicell 4770001091

distance 0.333

#12 · Chhatrapati Sambhajinagarcell 4690007976

distance 0.335 · cross-district

#13 · Parbhanicell 4890002618

distance 0.335 · cross-district

#14 · Hingolicell 4770003929

distance 0.34

#15 · Hingolicell 4770000851

distance 0.341

#16 · Hingolicell 4770001038

distance 0.35

#17 · Chhatrapati Sambhajinagarcell 4690008799

distance 0.352 · cross-district

#18 · Yavatmalcell 5000003935

distance 0.353 · 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":4770000969}}}'

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.