Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002812

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.241

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002966

distance 0.241

#2 · Yavatmalcell 5000001875

distance 0.295 · cross-district

#3 · Parbhanicell 4890004969

distance 0.31 · cross-district

#4 · Parbhanicell 4890004925

distance 0.318 · cross-district

#5 · Parbhanicell 4890005320

distance 0.343 · cross-district

#6 · Buldhanacell 4720005308

distance 0.349 · cross-district

#7 · Yavatmalcell 5000001429

distance 0.35 · cross-district

#8 · Jalgaoncell 4780004443

distance 0.351 · cross-district

#9 · Hingolicell 4770002671

distance 0.355

#10 · Jalnacell 4790006501

distance 0.356 · cross-district

#11 · Hingolicell 4770002753

distance 0.365

#12 · Ahmednagarcell 4660002862

distance 0.365 · cross-district

#13 · Hingolicell 4770001732

distance 0.366

#14 · Hingolicell 4770002466

distance 0.375

#15 · Ahmednagarcell 4660002531

distance 0.376 · cross-district

#16 · Punecell 4900008433

distance 0.378 · cross-district

#17 · Ahmednagarcell 4660005404

distance 0.38 · cross-district

#18 · Jalnacell 4790006487

distance 0.383 · 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":4770002812}}}'

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.