Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002907

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002909

distance 0.193

#2 · Hingolicell 4770002465

distance 0.288

#3 · Amravaticell 4680002536

distance 0.293 · cross-district

#4 · Nagpurcell 4840000344

distance 0.294 · cross-district

#5 · Amravaticell 4680007394

distance 0.304 · cross-district

#6 · Parbhanicell 4890005417

distance 0.305 · cross-district

#7 · Hingolicell 4770002827

distance 0.31

#8 · Parbhanicell 4890004945

distance 0.31 · cross-district

#9 · Parbhanicell 4890005435

distance 0.312 · cross-district

#10 · Hingolicell 4770002605

distance 0.314

#11 · Wardhacell 4980005472

distance 0.317 · cross-district

#12 · Jalgaoncell 4780005228

distance 0.321 · cross-district

#13 · Jalgaoncell 4780001743

distance 0.322 · cross-district

#14 · Parbhanicell 4890005446

distance 0.33 · cross-district

#15 · Buldhanacell 4720007945

distance 0.331 · cross-district

#16 · Buldhanacell 4720003441

distance 0.334 · cross-district

#17 · Nagpurcell 4840004574

distance 0.334 · cross-district

#18 · Buldhanacell 4720003747

distance 0.335 · 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":4770002907}}}'

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.